Regulators of NFAT and/or store-operated calcium entry

ABSTRACT

Embodiments of the inventions relate to modulating NFAT activity, modulating store-operated Ca 2+  entry into a cell and treating and/or preventing hyperactivity or inappropriate immune response by inhibiting the expression or activities of proteins involved in the calcineurin/NFAT axis.

CROSS REFERENCE TO RELATED APPLICATIONS

This application is a continuation of U.S. patent application Ser. No. 12/901,195 filed on Oct. 8, 2010, now U.S. Pat. No. 8,394,778, issued Mar. 12, 2013, which claims benefit under 35 U.S.C. §119(e) of U.S. Provisional Application No. 61/249,709 filed Oct. 8, 2009, the contents of which are incorporated herein by reference in their entireties.

GOVERNMENT SUPPORT

This invention was made with Government support under contract Nos. A140127 and GM075256, awarded by the National Institutes of Health. The Government has certain rights in the invention.

SEQUENCE LISTING

The instant application contains a Sequence Listing which has been submitted in ASCII format via EFS-Web and is hereby incorporated by reference in its entirety. Said ASCII copy, created on Feb. 5, 2013, is named 20130207_SequenceListing-TextFile_(—)033393_(—)062756_C and is 60,175 bytes in size.

FIELD OF THE INVENTION

The invention relates to modulating nuclear factors of activated T-cell (NFAT) and/or store operated Ca²⁺ entry (SOCE) in cells, in particular T cells. The invention relates to the regulation of the activation of T cells and the modulation of immune responses.

BACKGROUND OF INVENTION

The calcium/calcineurin-dependent NFAT family is thought to have arisen following the recombination of an ancient precursor with a Rel domain about 500 million years ago, producing a new group of signaling and transcription factors (the NFAT genes) found only in the genomes of vertebrates. The family of NFAT transcription factor consists of five members NFAT1, NFAT2, NFAT3, NFAT4 and NFAT5. The NFAT proteins are activated by an increase in intracellular calcium levels, e.g., by means of store-operated calcium entry (SOCE). Calcium signaling is critical to NFAT activation because calmodulin, a well-known calcium sensor protein, activates the serine/threonine phosphatase calcineurin. Activated calcineurin rapidly dephosphorylates the serine rich region (SRR) and SP-repeats in the amino termini of NFAT proteins resulting in a conformational change that exposes a nuclear localization signal resulting in NFAT nuclear import. The activated NFAT proteins, in turn, induce transcription of cytokine genes which are required for an immune response.

Nuclear import of NFAT proteins is opposed by maintenance kinases in the cytoplasm and export kinases in the nucleus. Export kinases, such as PKA and GSK-3β, must be inactivated for NFAT nuclear retention. NFAT proteins have weak DNA binding capacity. Therefore, to effectively bind DNA NFAT proteins must cooperate with other nuclear resident transcription factors. This important feature of NFAT transcription factors enables integration and coincidence detection of calcium signals with other signaling pathways such as ras-MAPK or PKC. In fact, cell biological, genetic and biochemical evidence indicates that the circuitry of this pathway is well suited for intercalation with older pathways, such as MAP kinase, WNT and NOTCH. This recombination enabled Ca²⁺ signals to be redirected to a new transcriptional program, which provides part of the groundwork for vertebrate morphogenesis and organogenesis. Indeed, the calcineurin/NFAT axis is involved in numerous aspects of vertebrate morphogenesis: cell cycle regulation, cell differentiation, cell survival, angiogenesis, tumor cell invasion and metastasis, myogenesis, chondrocytes differentiation and the development of the cardiovascular system, the complex nervous system and the recombinational immune system. Consequently, deregulation of calcineurin/NFAT signaling and/or abnormal expression of its components have been associated with cell proliferation diseases such as cancer, autoimmune diseases, cardiovascular diseases, diabetes, and bone diseases to name a few. Discovery of modulators of Ca²⁺ influxes and/or the calcineurin/NFAT axis can provide therapeutic avenues for these diseases.

SUMMARY OF THE INVENTION

Embodiments of the invention are based on the discovery that several hundred genes in the human and mouse genomes whose gene products directly and/or indirectly modulate nuclear factors of activated T cell (NFAT) activation and/or modulate the store-operated Ca²⁺ entry (SOCE) into a cell. NFAT is a family of transcription factors that normally reside in the cytoplasm when inactive. When activated by dephosphorylation by calcineurin, the NFATs can translocate into the nucleus and “turn on” specific gene transcription. The inventors developed a cell-based reporter system for screening for modulators of (NFAT) and/or store-operated Ca²⁺ entry into a cell, with NFAT nuclear translocation as the readout for scoring a modulator. The cell-based reporter system comprises a mammalian cell co-expressing a NFAT-GFP, a STIM1-RFP, and a Orai1-FLAG. The markers: GFP, RFP and FLAG-tag facilitate the visual localization of the respectively expressed proteins within the cell compartments. Thapsigargin (TG), a tight-binding inhibitor of sarco/endoplasmic reticulum Ca²⁺ ATPase, was used to deplete the Ca²⁺ in the endoplasmic reticulum and initiate SOCE, which in turn leads to NFAT dephosphorylation and NFAT nuclear translocation. The inventors used the cytoplasm-to-nuclear translocation of NFAT-GFP as their assay readout.

The inventors performed a large scale high-throughput siRNA screening of the human and mouse genome for genes that modulate NFAT nuclear translocation and/or SOCE. Genes that modulate the NFAT nuclear translocation and/or SOCE can either up-regulate (i.e. promote) or down-regulate (i.e. inhibit) NFAT nuclear translocation and/or SOCE. NFAT nuclear translocation and/or SOCE are necessary for the activation of T cells, the proliferation of activated T cells, and for maintaining the immune response involving T- and B-cells in the body. In addition, the NFAT translocation is associated with multiple signaling pathways such as the MAP kinase, WNT, and NOTCH signaling pathways. As such, NFATs directly and/or indirectly play important roles in cell proliferation and regeneration, cancer, angiogenesis, cardiovascular diseases, diabetes, neural regeneration, bone diseases and T cell adaptation to name a few. Therefore, identification of the modulator genes of NFAT nuclear translocation and/or SOCE can allow therapeutic regulation of the immune system, immune responses and other disease conditions associated with NFATs.

Inhibition of genes that up-regulate NFAT nuclear translocation and/or SOCE can help inhibit T-cell activation and immune response associated with hyperactivity or inappropriate activity of the immune system. Conversely, inhibition of genes that down-regulate NFAT nuclear translocation and/or SOCE can help increase T cells activation and immune responses associated with immune deficiency disease or conditions.

Secondary and tertiary screens of the hits from primary screens were conducted. Secondary and tertiary screens comprise Ca²⁺ influx as readout for scoring.

Accordingly, provided herein a method of modulating NFAT activity, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein and/or the expression of a gene identified in Table 1, 2, 3 or 4.

In one embodiment, provided herein is a method of modulating store-operated Ca²⁺ entry into a cell, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Table 1, 2, 3 or 4, and/or the expression of a gene identified in Table 1, 2, 3 or 4.

In one embodiment, provided herein is a method of treating and/or preventing hyperactivity or inappropriate immune responses in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Table 1, 2, 3 or 4, and/or the expression of a gene identified in Table 1, 2, 3 or 4, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). In some embodiment, the subject can be one who is at risk of developing hyperactivity or inappropriate immune response, for example, an organ transplant recipient.

In some aspects, the hyperactivity or inappropriate immune response in a subject is associated with acute and chronic immune diseases, e.g., allergic and atopic diseases, e.g., asthma, allergic rhinitis, allergic conjunctivitis and atopic dermatitis, and to autoimmune diseases, e.g., rheumatoid arthritis, insulin-dependent diabetes, inflammatory bowel disease, autoimmune thyroiditis, hemolytic anemia and multiple sclerosis. Hyperactivity or inappropriate activity of the immune system is also involved in transplant graft rejections and graft-versus-host disease. Administering an agent that inhibits a gene identified in Table 1, 2, 3 or 4, can down-regulate NFAT activity and/or store-operated Ca²⁺ entry and thereby reduce chronic T cell activation.

In another embodiment, provided herein is a method of increasing immune response in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5, and/or the expression of a gene identified in Tables 1-5.

In an embodiment, provided herein is a method of treating a cell proliferation disease or disorder in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity of a protein expressed from a gene identified in Table 1, 2, 3 or 4 and/or the expression of a gene identified in Table 1, 2, 3 or 4, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). The cell proliferation disease or disorder is a neoplastic cell proliferation disorder and the neoplastic cell proliferation disorder is a therapy resistant cancer, a metastasis or malignant cancer.

In another embodiment, provided herein is a method of treating a cardiovascular disorder in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Table 1, 2, 3 or 4 and/or the expression of a gene identified in Table 1, 2, 3 or 4, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). The cardiovascular disorders is cardiac hypertrophy, restenosis, atherosclerosis, or angiogenesis.

In another embodiment, provided herein is a method of treating an injury to the nervous system in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Table 1, 2, 3 or 4 and/or the expression of a gene identified in Table 1, 2, 3 or 4, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2).

In another embodiment, provided herein is a method of treating a bone disease in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Table 1, 2, 3 or 4 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2), wherein excessive osteoclast formation and activity is suppressed.

In another embodiment, provided herein is a method of treating diabetes in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Table 1-4 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2).

In another embodiment, provided herein is a method of treating an injury to the nervous system in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2).

In another embodiment, provided herein is a method of treating an angiogenic disease or disorder in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). The angiogenic disease or disorder is associated with VEGF-induced and IL-1 induced gene expression.

In some aspects, the angiogenesis disorder is selected from a group consisting of cancer, age-related macular degeneration, diabetic retinopathy; rheumatoid arthritis; Alzheimer's disease; obesity and endometriosis.

In another embodiment, the methods provided herein comprise a agent that is a nucleic acid inhibitor which inhibits gene expression.

In one aspect, the agent is a nucleic acid inhibitor. In some aspects, the nucleic acid is DNA, RNA, nucleic acid analogue, peptide nucleic acid (PNA), pseudo-complementary PNA (pcPNA), locked nucleic acid (LNA) or analogue thereof. In other aspects, the RNA is a small inhibitory RNA, siRNA, microRNA, shRNA, miRNA and analogues and homologues and variants thereof effective in gene silencing.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 shows schematic diagram of NFAT translocation and activation.

FIG. 2 shows the automated data acquisition by ImageXpress Micro

FIG. 3 shows the MetaXpress automated analysis of cell scoring and/or nuclear translocation of NFAT-GFP in thapsigargin treated cells.

FIG. 4 shows that combined STIM1 and Orai1 expression in Hela cells enhances nuclear translocation of NFAT-GFP.

FIG. 5 shows combined STIM1 and Orai1 expression in Hela cells enhances NFAT nuclear translocation.

FIG. 6 shows the reason for choosing to use NFAT translocation as an screening assay Stim2^(−/−) T cells have a very slight defect in acutely measured store operated Ca²⁺ entry (SOCE) but a substantial defect in NFAT nuclear translocation and cytokine production.

FIG. 7 shows one of the flow diagram of the high-throughput screening protocol.

FIG. 8 shows a second flow diagram of the high-throughput screening protocol.

FIG. 9 shows the z score calculation for Hela cells transfected with STIM1 and Orai1.

FIG. 10 summarizes the steps for calculating Z scores.

FIG. 11 shows the graph of average Z scores of kinases screened in a sample well of the HTS.

FIG. 12 shows the graph of the average Z scores of genes screened in the sample wells of the HTS plate #50048. Note that the duplicate Z-scores for KCNN4 (from duplicate wells) showing the knockdown of potassium channel KCNN4.

FIG. 13 shows the distribution and classification of the identified genes/proteins that modulate NFAT and/or store operated Ca²⁺ entry (SOCE).

FIG. 14 shows the average Z score histogram of selected identified genes affecting NFAT.

FIG. 15 shows the average Z score histogram of selected identified genes affecting p65.

FIG. 16 shows the summary of the identified genes/proteins categorized into groups.

FIG. 17 shows the summary of the secondary screening protocol of the hits from the primary screen.

FIG. 18 shows the summary of the genes analyzed in the secondary screen.

FIG. 19 shows the instrumentation used in the tertiary screen.

FIG. 20 shows the methodology of the tertiary screen.

FIG. 21 shows eight reproducible traces of calcium fluxes in a tertiary screen in the presence (1.25 mM) or absence of lead (Pb).

FIG. 22 shows eight reproducible traces of calcium fluxes in a tertiary screen at two different temperatures, at 37° C. and at room temperature (RT) (˜25° C.).

FIG. 23 shows additional traces of calcium fluxes in a tertiary screen at room temperature (RT) (˜25° C.).

FIG. 24 shows additional traces of calcium fluxes in a tertiary screen.

FIG. 25 shows the summary of z scores obtained during the primary and secondary screen for a few select hits.

FIG. 26 shows additional traces of calcium fluxes of select hits in a tertiary screen at two different temperatures, at 37° C. and at room temperature (RT) (˜25° C.).

FIG. 27 shows the schematic diagram of mechanism of action of the potassium channel KCNN4 in relation to the intracellular Ca²⁺ concentration and the regulation of NFAT nuclear translocation and cytokine production by intracellular Ca²⁺ concentration.

FIG. 28 shows the effects of siRNA of STIM1, CanB1, and KCNN4 on NFAT nuclear translocation. The figure also shows that siRNA CanB1 has not effect on Ca²⁺ influx in contrast to the siRNA of STIM1 and KCNN4.

FIG. 29 shows that Stim1 is modified by thapsigargin treatment.

FIG. 30 shows that cross-linking enhances STIM1-Orai1 interaction.

FIG. 31 shows some traces of calcium fluxes of cells with siRNA to select hits.

FIG. 32 shows some traces of calcium fluxes of cells with siRNA to select hits.

FIG. 33 shows some traces of calcium fluxes of cells with siRNA to select hits.

FIG. 34 shows some traces of calcium fluxes of cells with siRNA to TROAP

FIG. 35 shows genes that enhances NFAT-GFP nuclear localization.

FIG. 36 is a summary of genes that affects NFAT-GFP nuclear localization, p65 translocation and Orai 1 cell surface localization.

FIG. 37 shows the summary of primary, secondary and tertiary screens.

FIGS. 38-57 show some traces of calcium fluxes in cells treated with siRNA to the respective genes: ACSBG1, ActB, ALCAM, ATN1, ATP6V0D1, C1ORF123, C20ORF96, C6ORF191, C8ORF42, CCDCl25, CCNB2, CNTN3, CPEB4, CPT2, DKFZP686A01247, DNAJC5G, ELMOD1, FAM108C1, FAS, FASTKD5, FLJ21986, FRMPD1, GGA3, GLT1D1, GOSR2, GPD1, GPD1L, GPR23, GSTM2, IL9, KCNIP2, KCCN4, KIAA0284, KRT35, KRTAP21-2, KPTAP5-8, L1TD1, LMAN1L, LMNB1, LOC338829, LOC388381, LYZL1, MGC34829, MRS2L, MYO9A, NAPA, NDUFA5, NIPA2, OSTM1, PASD1, PIK4CA, PILRA, PJA1, PRRT1, PRSS1, RAD9B, RNF185, RNPEPL1, RPGR, SEPT4/PNUTL2, SFXN5, SLC41A3, SPTLC2, STAM, STIM2, STIM1, ORA1, STXBP2, TMED10, TMEM110, TMEM142A, TNFSRF18, TRIM59, UBC, UEVLD, XKR5, ZNF289, ZNF706, ZZEF1 and JPH2.

FIGS. 58-70 show calcium fluxes traces of single cells treated with siRNA to the respective genes: ALCAM, ATP6V0D1, C1ORF123, C6ORF191, C7ORF58, CCNB2, CPT2, COPA, COPB1, COPZ1, DNAJC5G, FAS, FASTKD5, FBXO5, FRMPD1, GOSR2, GPR23, GSTM2-1, GSTM2-2, KIAA0284, KPTHAP5, KRTAP21-2, IL9, L1TD1, LOC338829, LYZL1, MICAL3, MYO9A-1, MYO9A-2, NDUFA5, PCOLN, PIK4CA, PILRA, PJA1, PRRT1, PRSS1, RAD9B, RNPEPL1, RPGR, SLC41A3, SPTLC2, STIM1, STIM2, STXBP2, SEPT4/PNUTL2, TRIM3, TRIM59, TMEM110, UHSKERB, USP13, XKR5, and ZNF289.

DETAILED DESCRIPTION OF THE INVENTION

Unless otherwise explained, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this disclosure belongs. Definitions of common terms immunology, and molecular biology can be found in The Merck Manual of Diagnosis and Therapy, 18th Edition, published by Merck Research Laboratories, 2006 (ISBN 0-14320499.2 911910-18-2); Robert S. Porter et al. (eds.), The Encyclopedia of Molecular Biology, published by Blackwell Science Ltd., 1994 (ISBN 0-632-02182-9); and Robert A. Meyers (ed.), Molecular Biology and Biotechnology: a Comprehensive Desk Reference, published by VCH Publishers, Inc., 1995 (ISBN 1-56081-569-8); Immunology by Werner Luttmann, published by Elsevier, 2006. Definitions of common terms in molecular biology are found in Benjamin Lewin, Genes IX, published by Jones & Bartlett Publishing, 2007 (ISBN-13: 9780763740634); Kendrew et al. (eds.), The Encyclopedia of Molecular Biology, published by Blackwell Science Ltd., 1994 (ISBN 0-632-02182-9); and Robert A. Meyers (ed.), Molecular Biology and Biotechnology: a Comprehensive Desk Reference, published by VCH Publishers, Inc., 1995 (ISBN 1-56081-569-8).

Unless otherwise stated, the present invention was performed using standard procedures, as described, for example in Maniatis et al., Molecular Cloning: A Laboratory Manual, Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y., USA (1982); Sambrook et al., Molecular Cloning: A Laboratory Manual (2 ed.), Cold Spring Harbor Laboratory Press, Cold Spring Harbor, N.Y., USA (1989); Davis et al., Basic Methods in Molecular Biology, Elsevier Science Publishing, Inc., New York, USA (1986); or Methods in Enzymology: Guide to Molecular Cloning Techniques Vol. 152, S. L. Berger and A. R. Kimmerl Eds., Academic Press Inc., San Diego, USA (1987), Current Protocols in Molecular Biology (CPMB) (Fred M. Ausubel, et al. ed., John Wiley and Sons, Inc.), Current Protocols in Protein Science (CPPS) (John E. Coligan, et. al., ed., John Wiley and Sons, Inc.), Current Protocols in Cell Biology (CPCB) (Juan S. Bonifacino et. al. ed., John Wiley and Sons, Inc.), Culture of Animal Cells: A Manual of Basic Technique by R. Ian Freshney, Publisher: Wiley-Liss; 5th edition (2005), Animal Cell Culture Methods (Methods in Cell Biology, Vol 57, Jennie P. Mather and David Barnes editors, Academic Press, 1st edition, 1998) which are all incorporated by reference herein in their entireties.

It should be understood that this invention is not limited to the particular methodology, protocols, and reagents, etc., described herein and as such may vary. The terminology used herein is for the purpose of describing particular embodiments only, and is not intended to limit the scope of the present invention, which is defined solely by the claims.

Other than in the operating examples, or where otherwise indicated, all numbers expressing quantities of ingredients or reaction conditions used herein should be understood as modified in all instances by the term “about.” The term “about” when used in connection with percentages may mean±1%.

The singular terms “a,” “an,” and “the” include plural referents unless context clearly indicates otherwise. Similarly, the word “or” is intended to include “and” unless the context clearly indicates otherwise. It is further to be understood that all base sizes or amino acid sizes, and all molecular weight or molecular mass values, given for nucleic acids or polypeptides are approximate, and are provided for description. Although methods and materials similar or equivalent to those described herein can be used in the practice or testing of this disclosure, suitable methods and materials are described below. The term “comprises” means “includes.” The abbreviation, “e.g.” is derived from the Latin exempli gratia, and is used herein to indicate a non-limiting example. Thus, the abbreviation “e.g.” is synonymous with the term “for example.”

All patents and other publications cited throughout this application are expressly incorporated herein by reference for the purpose of describing and disclosing, for example, the methodologies described in such publications that might be used in connection with the present invention. These publications are provided solely for their disclosure prior to the filing date of the present application. Nothing in this regard should be construed as an admission that the inventors are not entitled to antedate such disclosure by virtue of prior invention or for any other reason. All statements as to the date or representation as to the contents of these documents is based on the information available to the applicants and does not constitute any admission as to the correctness of the dates or contents of these documents.

Definitions of terms

The term “NFAT activation” refers to the nuclear translocation of NFAT from the cytoplasm to the nucleus. Nuclear factor of activated T-cells (NFAT) is a general name applied to a family of transcription factors shown to be important in immune response. Cytoplasmic NFAT proteins are phosphorylated. To enter the nucleus, NFAT has to be dephosphorylated. Activated serine/threonine phosphatase calcineurin rapidly dephosphorylates the serine rich region (SRR) and SP-repeats in the amino termini of NFAT proteins resulting in a conformational change that exposes a nuclear localization signal resulting in NFAT nuclear import. The term “NFAT activity” also means the nuclear translocation of NFAT from the cytoplasm to the nucleus.

As used herein, the term “pharmaceutical composition” refers to an active agent in combination with a pharmaceutically acceptable carrier of chemicals and compounds commonly used in the pharmaceutical industry. The term “pharmaceutically acceptable carriers” excludes tissue culture medium.

As used herein, the term “therapeutically effective amount” refers to that amount of active agent that can reduce the activity of a candidate protein by at least 5% or the expression of a gene identified in Tables 1-5 by at least 5%. The term also means a reduction of at least 5% in NFAT-GFP nuclear localization and/or SOCE and/or cytokine production in the cell-based assay as described herein or other methods that are known to one skilled in the art. The term also means providing “effective” treatment as that term is defined herein. An effective amount as used herein would also include an amount sufficient to prevent or delay the development of a symptom of the disease, alter the course of a symptom disease (for example but not limited to, slow the progression of a symptom of the disease), or reverse a symptom of the disease.

As used herein, the term “treat’ or treatment” refers to reducing or alleviating at least one adverse effect or symptom associated with medical conditions that are associated with hyperactive or inappropriately active immune system. These include reducing the amount of cytokine production, suppression of T cell activation and proliferation, suppression of the immune system, and reducing inflammation.

As used herein, the terms “administering,” and “introducing” are used interchangeably and refer to the placement of the agents that inhibit gene identified in Tables 1-5 as disclosed herein into a subject by a method or route which results in at least partial localization of the agents at a desired site. The pharmaceutical compositions of the present invention can be administered by any appropriate route which results in an effective treatment in the subject.

The term “agent” refers to any entity which is normally not present or not present at the levels being administered, in the cell. Agents for use in the invention include, but are not limited to chemicals; small molecules; nucleic acid sequences; nucleic acid analogues; proteins; peptides; aptamers; antibodies; or fragments thereof. A nucleic acid sequence can be RNA or DNA, and can be single or double stranded, and can be selected from a group comprising; nucleic acid encoding a protein of interest, oligonucleotides, nucleic acid analogues, for example peptide-nucleic acid (PNA), pseudo-complementary PNA (pc-PNA), locked nucleic acid (LNA) etc. Such nucleic acid sequences include, for example, but are not limited to, nucleic acid sequence encoding proteins, for example that act as transcriptional repressors, antisense molecules, ribozymes, small inhibitory nucleic acid sequences, for example but are not limited to RNAi, shRNAi, siRNA, micro RNAi (mRNAi), antisense oligonucleotides etc. A protein and/or peptide or fragment thereof can be any protein of interest, for example, but are not limited to: mutated proteins; therapeutic proteins and truncated proteins, wherein the protein is normally absent or expressed at lower levels in the cell. Proteins can also be selected from a group comprising; mutated proteins, genetically engineered proteins, peptides, synthetic peptides, recombinant proteins, chimeric proteins, antibodies, midibodies, minibodies, triabodies, humanized proteins, humanized antibodies, chimeric antibodies, modified proteins and fragments thereof. Alternatively, the agent can be intracellular within the cell as a result of introduction of a nucleic acid sequence into the cell and its transcription resulting in the production of the nucleic acid and/or protein inhibitor of gene identified in Tables 1-5 within the cell. In some embodiments, the agent is any chemical, entity or moiety, including without limitation synthetic and naturally-occurring non-proteinaceous entities. In certain embodiments the agent is a small molecule having a chemical moiety. For example, chemical moieties included unsubstituted or substituted alkyl, aromatic, or heterocyclyl moieties including macrolides, leptomycins and related natural products or analogues thereof. Agents can be known to have a desired activity and/or property, or can be selected from a library of diverse compounds.

The term “inhibiting” as used herein as it pertains to the expression or activity of the protein or polypeptide of genes identified in Tables 1-5. The term does not necessarily mean complete inhibition of expression and/or activity. Rather, expression or activity of the protein, polypeptide or polynucleotide is inhibited to an extent, and/or for a time, sufficient to produce the desired effect, for example, reduced nuclear translocation of NFAT. In particular, inhibition of expression or activity of a gene from Tables 1-5 can be determined using an assay such as the bioassay for the protein encoded by the gene, for example, western blot analysis for the detection and quantification of expressed protein. Agents that inhibit the genes of Tables 1-5 are agents that inhibit the protein function and/or genes expression by at least 5%.

As used herein, “gene silencing” or “gene silenced” in reference to an activity of an RNAi molecule, for example a siRNA or miRNA refers to a decrease in the mRNA level in a cell for a target gene by at least about 5%, about 10%, about 20%, about 30%, about 40%, about 50%, about 60%, about 70%, about 80%, about 90%, about 95%, about 99%, about 100% of the mRNA level found in the cell without the presence of the miRNA or RNA interference molecule. In one preferred embodiment, the mRNA levels are decreased by at least about 70%, about 80%, about 90%, about 95%, about 99%, about 100%.

As used herein, the term “RNAi” refers to any type of interfering RNA, including but are not limited to, siRNAi, shRNAi, endogenous microRNA and artificial microRNA. For instance, it includes sequences previously identified as siRNA, regardless of the mechanism of down-stream processing of the RNA (i.e. although siRNAs are believed to have a specific method of in vivo processing resulting in the cleavage of mRNA, such sequences can be incorporated into the vectors in the context of the flanking sequences described herein). The term “RNAi” and “RNA interfering” with respect to an agent of the invention, are used interchangeably herein.

As used herein an “siRNA” refers to a nucleic acid that forms a double stranded RNA, which double stranded RNA has the ability to reduce or inhibit expression of a gene or target gene when the siRNA is present or expressed in the same cell as the target gene, for example RANBP2. The double stranded RNA siRNA can be formed by the complementary strands. In one embodiment, a siRNA refers to a nucleic acid that can form a double stranded siRNA. The sequence of the siRNA can correspond to the full length target gene, or a subsequence thereof. Typically, the siRNA is at least about 15-50 nucleotides in length (e.g., each complementary sequence of the double stranded siRNA is about 15-50 nucleotides in length, and the double stranded siRNA is about 15-50 base pairs in length, preferably about 19-30 base nucleotides, preferably about 20-25 nucleotides in length, e.g., 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, or 30 nucleotides in length).

As used herein “shRNA” or “small hairpin RNA” (also called stem loop) is a type of siRNA. In one embodiment, these shRNAs are composed of a short, e.g. about 19 to about 25 nucleotide, antisense strand, followed by a nucleotide loop of about 5 to about 9 nucleotides, and the analogous sense strand. Alternatively, the sense strand can precede the nucleotide loop structure and the antisense strand can follow.

The terms “microRNA” or “miRNA” are used interchangeably herein are endogenous RNAs, some of which are known to regulate the expression of protein-coding genes at the posttranscriptional level. Endogenous microRNA are small RNAs naturally present in the genome which are capable of modulating the productive utilization of mRNA. The term artificial microRNA includes any type of RNA sequence, other than endogenous microRNA, which is capable of modulating the productive utilization of mRNA. MicroRNA sequences have been described in publications such as Lim, et al., Genes & Development, 17, p. 991-1008 (2003), Lim et al Science 299, 1540 (2003), Lee and Ambros Science, 294, 862 (2001), Lau et al., Science 294, 858-861 (2001), Lagos-Quintana et al, Current Biology, 12, 735-739 (2002), Lagos Quintana et al, Science 294, 853-857 (2001), and Lagos-Quintana et al, RNA, 9, 175-179 (2003), which are incorporated by reference. Multiple microRNAs can also be incorporated into a precursor molecule. Furthermore, miRNA-like stem-loops can be expressed in cells as a vehicle to deliver artificial miRNAs and short interfering RNAs (siRNAs) for the purpose of modulating the expression of endogenous genes through the miRNA and or RNAi pathways.

As used herein, “double stranded RNA” or “dsRNA” refers to RNA molecules that are comprised of two strands. Double-stranded molecules include those comprised of a single RNA molecule that doubles back on itself to form a two-stranded structure. For example, the stem loop structure of the progenitor molecules from which the single-stranded miRNA is derived, called the pre-miRNA (Bartel et al. 2004. Cell 116:281-297), comprises a dsRNA molecule.

As used herein, the term “complementary base pair” refers to A:T and G:C in DNA and A:U in RNA. Most DNA consists of sequences of nucleotide only four nitrogenous bases: base or base adenine (A), thymine (T), guanine (G), and cytosine (C). Together these bases form the genetic alphabet, and long ordered sequences of them contain, in coded form, much of the information present in genes. Most RNA also consists of sequences of only four bases. However, in RNA, thymine is replaced by uridine (U).

As used herein, the term “nucleic acid sequence” refers to any molecule, preferably a polymeric molecule, incorporating units of ribonucleic acid, deoxyribonucleic acid or an analog thereof. The nucleic acid can be either single-stranded or double-stranded. A single-stranded nucleic acid can be one strand nucleic acid of a denatured double-stranded DNA. Alternatively, it can be a single-stranded nucleic acid not derived from any double-stranded DNA. In one aspect, the template nucleic acid is DNA. In another aspect, the template is RNA. Suitable nucleic acid molecules are DNA, including genomic DNA, ribosomal DNA and cDNA. Other suitable nucleic acid molecules are RNA, including mRNA, rRNA and tRNA. The nucleic acid molecule can be naturally occurring, as in genomic DNA, or it may be synthetic, ie., prepared based up human action, or may be a combination of the two. The nucleic acid molecule can also have certain modification such as 2′-deoxy, 2′-deoxy-2′-fluoro, 2′-O-methyl, 2′-O-methoxyethyl (2′-O-MOE), 2′-O-aminopropyl (2′-O-AP), 2′-β-dimethylaminoethyl (2′-O-DMAOE), 2′-O-dimethylaminopropyl (2′-O-DMAP), 2′-O-dimethylaminoethyloxyethyl (2′-O-DMAEOE), or 2′-O—N-methylacetamido (2′-O-NMA), cholesterol addition, and phosphorothioate backbone as described in US Patent Application 20070213292; and certain ribonucleoside that are is linked between the 2′-oxygen and the 4′-carbon atoms with a methylene unit as described in U.S. Pat. No. 6,268,490, wherein both patent and patent application are incorporated hereby reference in their entirety.

The term “vector”, as used herein, refers to a nucleic acid construct designed for delivery to a host cell or transfer between different host cells. As used herein, a vector can be viral or non-viral.

As used herein, the term “expression vector” refers to a vector that has the ability to incorporate and express heterologous nucleic acid fragments in a cell. An expression vector may comprise additional elements, for example, the expression vector may have two replication systems, thus allowing it to be maintained in two organisms, for example in human cells for expression and in a prokaryotic host for cloning and amplification.

As used herein, the term “heterologous nucleic acid fragments” refers to nucleic acid sequences that are not naturally occurring in that cell. For example, when a human RANBP2 gene is inserted into the genome of a bacteria or virus, that human RANBP2 gene is heterologous to that recipient bacteria or virus because the bacteria and viral genome do not naturally have the human RANBP2 gene.

As used herein, the term “viral vector” refers to a nucleic acid vector construct that includes at least one element of viral origin and has the capacity to be packaged into a viral vector particle. The viral vector can contain the shRNA for the human RANBP2 in place of non-essential viral genes. The vector and/or particle may be utilized for the purpose of transferring any nucleic acids into cells either in vitro or in vivo. Numerous forms of viral vectors are known in the art.

The term “replication incompetent” as used herein means the viral vector cannot further replicate and package its genomes. For example, when the cells of a subject are infected with replication incompetent recombinant adeno-associated virus (rAAV) virions, the heterologous (also known as transgene) gene is expressed in the patient's cells, but, the rAAV is replication defective (e.g., lacks accessory genes that encode essential proteins from packaging the virus) and viral particles cannot be formed in the patient's cells.

The term “gene” means the nucleic acid sequence which is transcribed (DNA) to RNA in vitro or in vivo when operably linked to appropriate regulatory sequences. The gene may or may not include regions preceding and following the coding region, e.g. 5′ untranslated (5′UTR) or “leader” sequences and 3′ UTR or “trailer” sequences, as well as intervening sequences (introns) between individual coding segments. The term “gene” used herein can be a genomic gene comprising transcriptional and/or translational regulatory sequences and/or a coding region and/or non-translated sequences (e.g., introns, 5′- and 3′-untranslated sequences and regulatory sequences). The coding region of a gene can be a nucleotide sequence coding for an amino acid sequence or a functional RNA, such as tRNA, rRNA, catalytic RNA, siRNA, miRNA and antisense RNA. A gene can also be an mRNA or cDNA corresponding to the coding regions (e.g. exons and miRNA) optionally comprising 5′- or 3′ untranslated sequences linked thereto. A gene can also be an amplified nucleic acid molecule produced in vitro comprising all or a part of the coding region and/or 5′- or 3′-untranslated sequences linked thereto.

The term “subject” as used herein includes, without limitation, a human, mouse, rat, guinea pig, dog, cat, horse, cow, pig, monkey, chimpanzee, baboon, or rhesus. In one embodiment, the subject is a mammal. In another embodiment, the subject is a human.

As used herein, the term “comprising” means that other elements can also be present in addition to the defined elements presented. The use of “comprising” indicates inclusion rather than limitation.

The phrase “pharmaceutically acceptable” is employed herein to refer to those compounds, materials, compositions, and/or dosage forms which are, within the scope of sound medical judgment, suitable for use in contact with the tissues of human beings and animals without excessive toxicity, irritation, allergic response, or other problem or complication, commensurate with a reasonable benefit/risk ratio.

The phrase “pharmaceutically acceptable carrier” as used herein means a pharmaceutically acceptable material, composition or vehicle, such as a liquid or solid filler, diluent, excipient, solvent or encapsulating material, involved in carrying or transporting the subject agents from one organ, or portion of the body, to another organ, or portion of the body. Each carrier must be “acceptable” in the sense of being compatible with the other ingredients of the formulation, for example the carrier does not decrease the impact of the agent on the treatment. In other words, a carrier is pharmaceutically inert.

As used herein, the term “modulate” means the regulation of the cellular activity of a protein. Modulation can mean up regulation of the cellular activity of the protein, whereby its activity is enhances and/or promoted. Modulation can also mean down regulation of the cellular activity of the protein, whereby its activity is reduced, blocked, and/or prevented.

As used herein, the term “a neoplastic cell proliferation disorder” refers to any disorder that is characterized by deregulated or unregulated cell proliferation that arises from a stem cell. A normal stem cell may be transformed into a cancer stem cell through disregulation of the proliferation and differentiation pathways controlling it. Examples include but are not limited to cancer and tumors formation.

As used herein, the term “tumor” refers to a mass of transformed cells that are characterized, at least in part, by containing angiogenic vasculature. The transformed cells are characterized by neoplastic uncontrolled cell multiplication which is rapid and continues even after the stimuli that initiated the new growth has ceased. The term “tumor” is used broadly to include the tumor parenchymal cells as well as the supporting stroma, including the angiogenic blood vessels that infiltrate the tumor parenchymal cell mass. Although a tumor generally is a malignant tumor, i.e., a cancer having the ability to metastasize (i.e. a metastatic tumor), a tumor also can be nonmalignant (i.e. non-metastatic tumor). Tumors are hallmarks of cancer, a neoplastic disease the natural course of which is fatal. Cancer cells exhibit the properties of invasion and metastasis and are highly anaplastic.

As used herein, the term “metastases” or “metastatic tumor” refers to a secondary tumor that grows separately elsewhere in the body from the primary tumor and has arisen from detached, transported cells, wherein the primary tumor is a solid tumor. The primary tumor, as used herein, refers to a tumor that originated in the location or organ in which it is present and did not metastasize to that location from another location. As used herein, a “malignant tumor” is one having the properties of invasion and metastasis and showing a high degree of anaplasia. Anaplasia is the reversion of cells to an immature or a less differentiated form, and it occurs in most malignant tumors.

The term “therapy resistant cancer” as used herein refers to a cancer present in a subject who is resistant to, or refractory to at least two different anti-cancer agents such as chemotherapy agents, which means, typically a subject has been treated with at least two different anti-cancer agents that did not provide effective treatment as that term is defined herein.

Embodiments of the invention are based on the discovery of several hundred genes in the human and mouse genomes whose gene products directly and/or indirectly modulate NFAT activation and/or modulate the store-operated Ca²⁺ entry (SOCE) into the cell. The inventors developed a cell-based reporter system for screening for modulators of nuclear factors of activated T cells (NFAT) and/or store-operated Ca²⁺ entry into a cell. The cell-based reporter system comprises a mammalian cell co-expressing a NFAT-GFP, a STIM1-RFP, and an Orai1-FLAG. The markers: GFP, RFP and FLAG-tag facilitate the visual localization of the respectively expressed proteins within the cell compartments. For example, whether NFAT is localized to the cytoplasm under non-Ca²⁺ depletion conditions (in the absence of thapsigargin (TG)) or has translocated to the nucleus upon treatment with TG, and whether STIM1/Orai1 are expressed and properly localized to the membranes. TG is a tight-binding inhibitor of a class of enzymes known by the acronym SERCA, which stands for sarco/endoplasmic reticulum Ca²⁺ ATPase. TG raises cytosolic calcium concentration by blocking the ability of the cell to pump calcium into the sarcoplasmic and endoplasmic reticula which causes these stores to become depleted. Store-depletion can secondarily activate plasma membrane calcium channels, triggering store-operated Ca²⁺ entry into a cell via plasma membrane channels. It was found that the co-expression of STIM1-RFP, and Orai1-FLAG in Hela cells enhanced SOCE in these cells upon TG treatment. The inventors used the cytoplasm-to-nuclear translocation of NFAT-GFP as their assay readout, counting the number of cells that have nuclear GFP fluorescence after TG treatment. For a population of these cells treated with TG, a mean number of cells will have NFAT-GFP nuclear localization after TG treatment for a fixed period of time, e.g. 10 minutes. This is the control population for the high-throughput screen. Within this population data, a standard deviation is also obtained. The data (number of cells having NFAT-GFP nuclear localization after TG treatment) is assumed to have a normal distribution. This data of this control population of cells are normalized to a standard normal distribution, which has a mean of 0 (the mean number of cell with nuclear NFAT-GAT) and standard deviation of 1.

To screen for modulators of NFAT and/or store-operated Ca²⁺ entry into a cell, the inventors performed a high-throughput siRNA screen of 23-mer siRNAs that target all human or mouse genes. For each gene, at least four different siRNAs were used. In such a cell-based assay, the inventors seek to discover genes that can modulate the cytoplasm-to-nuclear translocation of NFAT-GFP and/or store-operated Ca⁺ entry into a cell. The siRNAs to such a gene result in either a decrease or an increase in the nuclear GFP fluorescence after TG treatment. The decrease or increase is at least two fold of the standard deviation for the control population of cells treated with TG but conducted in the absence of any siRNA, i.e. at least an average Z score of −2.0 or +2.0. The number of standard deviations from the mean is called the Z-score and can be found by the formula:

$z = \frac{x - \mu}{\sigma}$ where x is the mean number of cells having NFAT-GFP localization for the population of cells treated with siRNA, μ is mean number of cells having NFAT-GFP localization for the control population, and σ is the standard deviation for the control population of cells. The control population of cells is assayed in parallel with the siRNAs.

From this screen, the inventors uncovered ˜500 genes that strongly modulate NFAT and/or store-operated Ca²⁺ entry into a cell, having an average Z-score of ≧|4| and ˜650 genes that moderately/weakly at modulate NFAT and/or store-operated Ca²⁺ entry into a cell, having an average z-score of −4<Z<−2 or 2<Z<4. The designation |4| refers to the mathematical symbol for four absolute.

The screen identified known modulator of NFAT: calcineurin (CanB1 and CanAα) which are involved in the dephosphorylating NFAT which is necessary for nuclear translocation; known store-operated Ca²⁺ entry sensor proteins: Stim1 and Orai1; and KCNN4 (IKCa1, potassium intermediate/small conductance calcium-activated channel, subfamily N, member 4). Calcineurin (CN) is a protein phosphatase also known as protein phosphatase 2B (PP2B). Protein phosphatase 3 (formerly 2B), catalytic subunit, alpha isoform, also known as PPP3CA. The identification of known modulators of NFAT activity or store-operated Ca⁺ entry validates the accuracy and utility of the cell-based assay used by the inventors.

In addition to calcineurin, the siRNA screen identified KCNN4 (IKCa1, potassium intermediate/small conductance calcium-activated channel, subfamily N, member 4) that is known to be indirectly involved in NFAT nuclear localization via SOCE. Several reports have demonstrated that Kv1.3 and IKCa1 K⁺ channels play crucial roles in T-cell activation, inflammation, progression of autoimmune diseases, and of other immunological disorders (Cahalan et al., 2001, Clin Immunol 21:235-252; Wulff et al., 2003, Curr. Opin. Drug Discov. Devel. 6:640-647; Chandy et al., 2004, Trends Pharmacolog Sci 25:280-289; Vicente et al., 2004, FEBS Lett 572:189-194). The use of Kv1.3 and IKCa1 K⁺ channel-blockers have been shown to ameliorate several types of disorders.

The high-throughput siRNA screen also identified several nuclear transport proteins: RAN (ras-related nuclear protein), RANBP2 (RAN binding protein 2), KPNB1 (karyopherin (importin) beta 1), CSE1L (chromosome segregation 1-like), and CRM1 (exportin 1, XPO1).

The entry and exit of large molecules from the cell nucleus is tightly controlled by the nuclear pore complexes (NPCs). Although small molecules can enter the nucleus without regulation, macromolecules such as RNA and proteins require association with karyopherins called importins to enter the nucleus and exportins to exit. The ability of both importins (KPNB1 and CSE1L) and exportins (CRM1) to transport their cargo is regulated by the small Ras related GTPase, RAN.

In some embodiments, the identified genes are SEQ. ID NOS:1-11 (Genbank Accession No. NM_(—)000944; NM_(—)021132.1; NM_(—)006325; NM_(—)006267.4; NM_(—)002265.4, NM_(—)001316; NM_(—)003400.3; NM_(—)003156.2, NM_(—)020860.2, NM_(—)032790.3, NM_(—)002250.2).

Other examples of modulate genes identified in the cell-base assay as described herein include those that are involved in (1) Golgi-to-plasma membrane trafficking, (2) associated with mitochondria, (3) scaffold proteins (with PDZ domains, etc), (4) ubiquitin metabolism, (5) noncoding RNAs (possibility containing microRNAs), (6) RNA-binding proteins, and (7) potassium channels: KCNN4 (see Tables 1-5).

Accordingly, the invention provides a method of modulating NFAT activity, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein and/or the expression of a gene identified in Tables 1-5.

In one embodiment, provided herein is a method modulating store-operated Ca²⁺ entry into a cell, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5.

In one embodiment, provided herein is a method of treating and/or preventing hyperactivity or inappropriate immune responses in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). In some embodiment, the subject can be one who is at risk of developing hyperactivity or inappropriate immune response, for example, an organ transplant recipient.

In some aspects, the hyperactivity or inappropriate immune response in a subject is associated with acute and chronic immune diseases, e.g., allergic and atopic diseases, e.g., asthma, allergic rhinitis, allergic conjunctivitis and atopic dermatitis, and to autoimmune diseases, e.g., rheumatoid arthritis, insulin-dependent diabetes, inflammatory bowel disease, autoimmune thyroiditis, hemolytic anemia and multiple sclerosis. Hyperactivity or inappropriate activity of the immune system is also involved in transplant graft rejections and graft-versus-host disease Administering an agent that inhibits a gene identified in Tables 1-5 can down-regulate NFAT activity and/or store-operated Ca²⁺ entry and thereby reduce chronic T cell activation.

In some embodiments, the genes identified in Tables 1-5 are involved in down-regulating NFAT activity and/or store-operated Ca⁺ entry. Agents that inhibit such genes can enhance NFAT activity and/or store-operated Ca²⁺ entry and thereby increase immune response. Accordingly, provided herein is method of increasing immune response in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5.

Subjects having immunodeficiency disorders can benefit from the method described herein of increasing immune response. Immunodeficiency disorders can include or result from but not limited to common variable immunodeficiency, selective antibody deficiency (such as IgA deficiency), transient hypogammaglobulinemia of infancy, X-linked agammaglobulinemia, chronic mucocutaneous candidiasis, DiGeorge anomaly, ataxia-telangiectasia, severe combined immunodeficiency disease, Wiskott-Aldrich syndrome, X-linked lymphoproliferative syndrome, Chédiak-Higashi syndrome, chronic granulomatous disease, hyperimmunoglobulinemia E syndrome, leukocyte adhesion defects, leukocyte glucose-6-phosphate dehydrogenase deficiency, myeloperoxidase deficiency, complement component 1 (C1) inhibitor deficiency (hereditary angioedema), C3 deficiency, C6 deficiency, C7 deficiency, C8 deficiency, chemotherapy and radiation therapy, human immunodeficiency virus (HIV) infection, cancer, blood disorders (such as aplastic anemia, leukemia, and myelofibrosis), kidney failure, diabetes, liver disorders, and spleen disorders.

In some aspects, the subject is a mammal, for example, a human, mouse, rat, guinea pig, dog, cat, horse, cow, pig, monkey, chimpanzee, baboon, or rhesus. The methods provided herein are applicable to any subject that comprises an immune system which comprises NFAT transcription activation factors and the need for sustained Ca²⁺ influx for NFAT activation.

In one embodiment, provided herein is a method of treating a cell proliferation disease or disorder in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). In some embodiment, the subject can be one who is at risk of developing a cell proliferation disease or disorder.

As used herein, cell proliferation disease or disorder is a neoplastic cell proliferation disorder, such as a therapy resistant cancer, a metastasis or malignant cancer. In one embodiment, the methods described herein are applied to subject who has or is at risk of having a metastasis or malignant cancer. The metastasis or malignant cancer can also be a recurring or relapsed cancer, after the subject has been treated with conventional cancer therapy such as radiation and/or chemotherapy. Accordingly, the neoplastic cell proliferation disorder is a therapy resistant cancer. Other cancers include but are not limited to solid phase tumors/malignancies, locally advanced tumors, human soft tissue sarcomas, metastatic cancer, including lymphatic metastases, blood cell malignancies including multiple myeloma, acute and chronic leukemias, and lymphomas, head and neck cancers including mouth cancer, larynx cancer and thyroid cancer, lung cancers including small cell carcinoma and non-small cell cancers, breast cancers including small cell carcinoma and ductal carcinoma, gastrointestinal cancers including esophageal cancer, stomach cancer, colon cancer, colorectal cancer and polyps associated with colorectal neoplasia, pancreatic cancers, liver cancer, urologic cancers including bladder cancer and prostate cancer, malignancies of the female genital tract including ovarian carcinoma, uterine (including endometrial) cancers, and solid tumor in the ovarian follicle, kidney cancers including renal cell carcinoma, brain cancers including intrinsic brain tumors, neuroblastoma, askocytic brain tumors, gliomas, metastatic tumor cell invasion in the central nervous system, bone cancers including osteomas, skin cancers including malignant melanoma, tumor progression of human skin keratinocytes, squamous cell carcinoma, basal cell carcinoma, hemangiopericytoma and Kaposi's sarcoma.

Cancers include, but are not limited to, bladder cancer; breast cancer; brain cancer including glioblastomas and medulloblastomas; cervical cancer; choriocarcinoma; colon cancer including colorectal carcinomas; endometrial cancer; esophageal cancer; gastric cancer; head and neck cancer; hematological neoplasms including acute lymphocytic and myelogenous leukemia, multiple myeloma, AIDS associated leukemias and adult T-cell leukemia lymphoma; intraepithelial neoplasms including Bowen's disease and Paget's disease, liver cancer; lung cancer including small cell lung cancer and non-small cell lung cancer; lymphomas including Hodgkin's disease and lymphocytic lymphomas; neuroblastomas; oral cancer including squamous cell carcinoma; osteosarcomas; ovarian cancer including those arising from epithelial cells, stromal cells, germ cells and mesenchymal cells; pancreatic cancer; prostate cancer; rectal cancer; sarcomas including leiomyosarcoma, rhabdomyosarcoma, liposarcoma, fibrosarcoma, synovial sarcoma and osteosarcoma; skin cancer including melanomas, Kaposi's sarcoma, basocellular cancer, and squamous cell cancer; testicular cancer including germinal tumors such as seminoma, non-seminoma (teratomas, choriocarcinomas), stromal tumors, and germ cell tumors; thyroid cancer including thyroid adenocarcinoma and medullar carcinoma; transitional cancer and renal cancer including adenocarcinoma and Wilm's tumor.

Cardiovascular disease is the major cause of death in industrialized nations. Targeted intervention in calcineurin, a calmodulin-dependent, calcium-activated phosphatase and its substrate, nuclear factor of activated T cells (NFAT), was demonstrated to be effective in the treatment of cardiovascular diseases. In one embodiment, provided herein is a method of treating a cardiovascular disorder in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). In some embodiment, the subject can be one who is at risk of developing a cardiovascular disorder. Cardiovascular disorders including cardiac hypertrophy, restenosis, atherosclerosis, and angiogenesis.

Since there is a potential role for NFAT in axon re-growth and regeneration following axonal injury, modulating NFAT activity after such injury can promote axonal re-growth and regeneration. Accordingly, in one embodiment, provided herein is a method of treating an injury to the nervous system in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2).

Excessive osteoclast formation is characteristic of a variety of bone diseases such as rheumatoid arthritis. Hence a strategy for suppressing the excessive osteoclast formation can be novel therapeutic approach for the treatment of bone disease. Accordingly, in one embodiment, provided herein is a method of treating a bone disease in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). The method comprises suppressing the excessive osteoclast formation and activity.

In one embodiment, provided herein is a method of treating diabetes in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). In some embodiment, the subject can be one who is at risk of developing diabetes.

In one embodiment, provided herein is a method of treating an angiogenic disease or disorder in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2). In some embodiment, the subject can be one who is at risk of developing an angiogenesis. In some embodiments, the angiogenic disease or disorder is related to VEGF-induced and IL-1 induced gene expression.

In one embodiment, provided herein is a method of promoting or inhibiting T cell anergy in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the activity a protein expressed from a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, wherein the gene is not calcineurin, calmodulin, Stim1, Stim2, Orai1 or dual-specificity tyrosine-(Y)-phosphorylation regulated kinase 2 (DYRK2).

In one embodiment, the agent that inhibits the activity of a protein expressed from a gene identified in Tables 1-5 and/or the expression of the gene identified in Tables 1-5 can be administered to the subject together with additional therapeutic agents, cancer therapy, immunosuppressant therapy, immunodeficiency therapy, steroid therapy, and psychotherapy.

In one embodiment, the agent that inhibits the activity of a protein expressed from a gene identified in Tables 1-5 and/or the expression of the gene identified in Tables 1-5 is a small molecule, nucleic acid, nucleic acid analogue, protein, antibody, peptide, aptamer or variants or fragments thereof. Such an agent can take the form of any entity which is normally not present or not present at the levels being administered to the cell or organism.

Other forms of inhibitors include a nucleic acid agent which is an RNAi agent such as a siRNA, shRNA, miRNA, dsRNA or ribozyme or variants thereof.

In one embodiment, the effects of the inhibitory agent such as an RNAi agent can be determined by measuring the Ca²⁺ fluxes in a treated cell using any method known in the art, e.g. Feske et al., (2006) Nature 441, 179-815 or a high-throughput assay as described below.

HTS Ca⁺ Assay—HeLa cells are transfected with 20 nM siRNA (siGenome SmartPools obtained from Dharmacon/ThermoFischer) in 96-well plates. The siRNA tested are against the gene expression of ACSBG1, ActB, ALCAM, ATN1, ATP6V0D1, C1ORF123, C20ORF96, C6ORF191, C8ORF42, CCDC125, CCNB2, CNTN3, CPEB4, CPT2, DKFZP686A01247, DNAJC5G, ELMOD1, FAM108C1, FAS, FASTKD5, FLJ21986, FRMPD1, GGA3, GLT1D1, GOSR2, GPD1, GPD1L, GPR23, GSTM2, IL9, KCNIP2, KCCN4, KIAA0284, KRT35, KRTAP21-2, KPTAP5-8, L1TD1, LMAN1L, LMNB1, LOC338829, LOC388381, LYZL1, MGC34829, MRS2L, MYO9A, NAPA, NDUFA5, NIPA2, OSTM1, PASD1, PIK4CA, PILRA, PJA1, PRRT1, PRSS1, RAD9B, RNF185, RNPEPL1, RPGR, SEPT4/PNUTL2, SFXN5, SLC41A3, SPTLC2, STAM, STIM2, STIM1, ORA1, STXBP2, TMED10, TMEM110, TMEM142A, TNFSRF18, TRIM59, UBC, UEVLD, XKR5, ZNF289, ZNF706, ZZEF1 and JPH2. The names of these genes are shown in Table 5.

After 72 hours, the cells are loaded with FURA2/AM and intra-cellular Ca²⁺ traces are measured on a Flexstation III kinetic fluorescent imager (Molecular Devices). Cells are then stimulated with 1 uM thapsigargin (TG) and 3 mM EGTA for 4 minutes, then 2 mM CaCl₂ for an additional 6 minutes. Each gene-specific siRNA is analysed using 4 biological replicates, and positive hits are identified if at least 2 replicates showed a decrease in the second peak of Fura2 fluorescence greater or equal to 20% of the control. For each hit, one representative Fura2 trace is represented along with the corresponding trace from siControl or siSTIM1-treated cells. Examplary Ca²⁺ traces are shown in FIG. 38-57.

For single cell imaging of the calcium fluxes due to the treatment of the respective siRNA, the method of Feske et al., (2006) supra can be used and the method is briefly described below.

After the indicated siRNA treatment, i.e., treatment with siRNA against the gene expression of ACSBG1, ActB, ALCAM, ATN1, ATP6V0D1, C1ORF123, C20ORF96, C6ORF191, C8ORF42, CCDC125, CCNB2, CNTN3, CPEB4, CPT2, DKFZP686A01247, DNAJC5G, ELMOD1, FAM108C1, FAS, FASTKD5, FLJ21986, FRMPD1, GGA3, GLT1D1, GOSR2, GPD1, GPD1L, GPR23, GSTM2, IL9, KCNIP2, KCCN4, KIAA0284, KRT35, KRTAP21-2, KPTAP5-8, L1TD1, LMAN1L, LMNB1, LOC338829, LOC388381, LYZL1, MGC34829, MRS2L, MYO9A, NAPA, NDUFA5, NIPA2, OSTM1, PASD1, PIK4CA, PILRA, PJA1, PRRT1, PRSS1, RAD9B, RNF185, RNPEPL1, RPGR, SEPT4/PNUTL2, SFXN5, SLC41A3, SPTLC2, STAM, STIM2, STIM1, ORA1, STXBP2, TMED10, TMEM110, TMEM142A, TNFSRF18, TRIM59, UBC, UEVLD, XKR5, ZNF289, ZNF706, ZZEF1 and JPH2, the HeLa cells were loaded with the calcium indicator FURA-2, using the cell-permeant precursor FURA-2-AM. Coverslips are mounted in a flow chamber on the stage of a microscope for fluorescence imaging. Fluorescence emission is monitored at 510 nm, with alternating excitation at 340 nm and 380 nm. Initial perfusion is with calcium-free Ringer solution, then with calcium-free Ringer solution containing 1 micromolar thapsigargin to release calcium from ER stores (the first low peak in the graphs), and finally with ordinary Ringer solution that contains calcium and therefore supports calcium influx through store-operated channels (the second higher peak in the graphs). Fura-2 fluorescence data are then converted to cytoplasmic calcium concentrations as described in Feske et al (2006) Nature 441, 179-185. Cytoplasmic calcium concentration (nM) is plotted on the vertical axis, and time (s) on the horizontal axis.

Cells treated with control siRNA are also included in each experiment. The siRNAs that are effective in this assay produced differences in one or more of the following parameters: rate of rise of the signal due to store-operated calcium entry, its peak height, or its plateau. Examplary of single cell Ca²⁺ traces are shown in FIG. 58-70.

In some embodiments, it is possible that a siRNA may target more than one gene, especially when the genes are highly related in sequence. For example, the siRNA targeting SEPT4/PNUTL2 also targets SEPT5 gene expression, leading to reduced SEPT5 protein (see in FIG. 58).

Calcineurin/NFAT Axis in Vertebrates

Calcineurin is a calmodulin-dependent, calcium-activated protein phosphatase composed of catalytic and regulatory subunits. The serine/threonine-specific phosphatase functions within signal transduction pathways that regulate gene expression and biological responses in many developmentally important cell types. Calcineurin signaling was first defined in T lymphocytes as a regulator of nuclear factor of activated T cells (NFAT) transcription factor nuclear translocation and activation.

The NFAT transcription factor family consists of five members NFAT1, NFAT2, NFAT3, NFAT4 and NFAT5. NFAT1-4 are regulated by calcium signaling. All family members contain the rel DNA binding domain, however only NFAT1-4 contains the Ca²⁺ sensor/translocation domain. The activation process of the NFAT transcription factor family is tightly regulated by calcium-dependent phosphatase calcineurin. NFAT activation is dependent upon a rise in intracellular Ca²⁺, which activates the serine/threonine phosphatase, calcineurin. The increase in intracellular calcium levels can occur, e.g., by means of store-operated calcium entry (SOCE). Activated calcineurin rapidly dephosphorylates the serine rich region (SRR) and SP-repeats in the amino termini of NFAT proteins resulting in a conformational change that exposes a nuclear localization signal resulting in NFAT nuclear import.

Opposing this, the nuclear export of NFAT requires the sequential re-phosphorylation of this domain by several kinases including GSK-3β. Other post-translational modifications such as acetylation and sumoylation, as well as phosphorylation events distinct from those in the Ca²⁺/translocation domain, also modulate NFAT transcriptional activity.

As the sole Ca²⁺ entry mechanism in a variety of non-excitable cells, store-operated calcium (SOC) influx is important in Ca²⁺ signaling and many other cellular processes, in particular, for the calcium-release-activated calcium (CRAC) channels in T lymphocytes. The CRAC channels are essential to the immune response, sustained activity of CRAC channels being required for gene expression and proliferation of the activated T cell. STIM1 and Orai 1 function as Ca²⁺ sensors of changes in the intracellular Ca²⁺ stores to activate CRAC channels.

NFAT functions as an integrator of multiple signaling pathways and achieves this through a combinatorial mechanism of transcriptional regulation. Other cellular signaling pathways including MAP kinase, WNT or NOTCH. NFAT, along with other transcription factors and co-activators, integrates signaling pathways by binding to chromatin in a highly specific and concerted fashion only upon receiving the appropriate signaling cues. The composition of the NFAT transcription complexes assembled at the promoter and enhancer elements of target genes is thus dependent upon both signaling and chromatin context, which determines when and where NFAT complexes activate or repress transcription. The NFAT family of transcription factors functions in combination with other transcription factors and co-activators to regulate genes central for many developmental systems. NFAT proteins have been found to be involved in numerous cellular processes, for example, cell cycle regulation, cell differentiation, cell survival, angiogenesis, tumor cell invasion and metastasis, myogenesis, chondrocyte differentiation and the development of the cardiovascular system, the complex nervous system, the recombinational immune system, and the cardiovascular system in a vertebrate (Graef I A et. al., Curr Opin Genet Dev. 2001, 11:505-12; Macian F., Nat Rev Immunol. 2005; 5:472-84; Schulz and Yutzey, Dev Biol. 2004, 266:1-16; Crabtree and Olson, Cell. 2002; 109(Suppl):567-79).

The development, activation, and maintenance of the immune system is dependent on several factors, of which Ca²⁺ influx and the activation of transcription factors are two of the most important factors. NFAT proteins are expressed in immune cells and play a key role in eliciting immune responses. Ca²⁺/calcineurin/NFAT signaling pathway is essential for lymphocyte activation, for short-term as well as long-term responses by immune-system cells, which include T and B cell proliferation and differentiation.

The activated NFAT proteins, in turn, induce transcription of cytokine genes which are required for an immune response. For example, NFAT1 and NFAT2 are much higher in memory and effector T cells than in naïve T cells, suggesting that they play an important function in memory T cells activation by way of IL-2 cytokine production in the memory T cells.

Calcineurin is indirectly responsible for activating the transcription of interleukin 2 (IL-2) that stimulates the growth and differentiation of T cell response. When an antigen presenting cell interacts with a T cell receptor on T cells, there is an increase in the cytoplasmic level of calcium, (Yamashita M., et. al., J Exp Med. 2000, 191: 1869-1880) which activates calcineurin, by binding a regulatory subunit and activating calmodulin binding. Calcineurin induces different transcription factors such as NFATs that are important in the transcription of IL-2 genes. Calcineurin dephosphorylates the cytoplasmic component of NFATs, transcription factors that can then go into the nucleus and turn on genes involved in IL-2 synthesis. IL-2 activates T-helper lymphocytes and induces the production of other cytokines. In this way, it governs the action of cytotoxic lymphocytes and NK cells. The amount of IL-2 being produced by the T-helper cells is believed to influence the extent of the immune response significantly. In immunosuppressive therapy, calcineurin is inhibited by cyclosporin, pimecrolimus (Elidel) and tacrolimus (FK506)—these drugs are known as calcineurin inhibitors.

Interleukin-21 (IL-21), a potent immunomodulatory four-alpha-helical-bundle type I cytokine, is produced by NKT and CD4(+) T cells and has pleiotropic effects on both innate and adaptive immune responses. These actions include positive effects such as enhanced proliferation of lymphoid cells, increased cytotoxicity of CD8(+) T cells and natural killer (NK) cells, and differentiation of B cells into plasma cells. Conversely, IL-21 also has direct inhibitory effects on the antigen-presenting function of dendritic cells and can be proapoptotic for B cells and NK cells. IL-21 is also produced by Th17 cells and is a critical regulator of Th17 development. The regulatory activity of IL-21 is modulated by the differentiation state of its target cells as well as by other cytokines or costimulatory molecules. IL-21 has potent antitumor activity but is also associated with the development of autoimmune disease. IL-21 transcription is dependent on a calcium signal and NFAT sites, and IL-21 requires Stat3 for its signaling. The key to harnessing the power of IL-21 will depend on better understanding its range of biological actions, its mechanism of action, and the molecular basis of regulation of expression of IL-21 and its receptor (Spolski and Leonard, Annu Rev Immunol. 2008, 26:57-79).

NFAT has also been shown to the crucial sensor of T cell receptor signaling in the interleukin (IL)-17 promoter and expression. IL-17 is a pro-inflammatory cytokine produced by T helper type 17 (Th17) cells, which have critical role in immunity to extracellular bacteria and the pathogenesis of several autoimmune disorders and asthma. There are two NFAT binding sites in the minimal promoter of IL-17. (Liu et. al., J Biol. Chem. 2004, 279:52762-71, Sundrud and Rao, Curr Opin Immunol. 2007, 9(3):287-93).

Central tolerance in the thymus is the primary mechanism for deleting autoreactive T cells. Despite this, escape of self-reactive T lymphocytes into the periphery reveals the threat of autoimmunity To compensate for its imperfection, the thymus also produces a naturally occurring subset of Foxp3+ CD4+ CD25+ regulatory T cells with suppressive function, capable of controlling autoreactive cells. Foxp3 (forkhead box P3), the lineage-specific marker for this subset of cells, is crucial to their thymic development and peripheral function. NFAT, in cooperation with Foxp 3, are crucial for the phenotype, development, maintenance, and function of these regulatory T cells, and the ultimately for maintaining immunological tolerance in an organism (Wu et. al, Cell. 2006, 126:375-87; Rudensky A Y, et. al., Cell. 2006, 126:253-6; Mays and Chen, Cell Res. 2007, 17:904-18; Oh-Hora M, et. al., 2008, Nat. Immunol. 2008, 9:432-43).

Inhibitory modulation of NFAT function can be a strategy for immunosuppressive therapy, a bottleneck of T cell receptor-dependent activation of T cells and for promoting T-cell anergy.

Recently report show that NFAT is involved in axonal growth and guidance during vertebrate development (Nguyen and Di Giovanni, Int J Dev Neurosci. 2008, 26: 141-145). The extension and organization of sensory axon projection and commissural axon growth are both dependent upon NFAT activity. Triple NFAT2/3/4 mutant mice demonstrate that the extension and organization of sensory axon projection and commissural axon growth are both dependent upon NFAT activity. Neurotrophin and L-type calcium channel signaling modulate intracellular calcium levels to regulate the nuclear import and transcriptional activity of NFAT by activating the phosphatase calcineurin. The rephosphorylation and subsequent export of NFAT from the nucleus is mediated by several kinases, including GSK-3 beta, which contribute to the fine tuning of NFAT transcriptional activity in neurons. Thus there is a potential role for NFAT in axon re-growth and regeneration following axonal injury.

The calcium/calcineurin/NFAT signaling is also involved in cardiovascular and skeletal muscle development in vertebrates Inhibition, mutation, or forced expression of calcineurin pathway genes result in defects or alterations in cardiomyocyte maturation, heart valve formation, vascular development, skeletal muscle differentiation and fiber-type switching, and cardiac and skeletal muscle hypertrophy (Schulz and Yutzey, Dev Biol. 2004, 266:1-16) Inhibition of calcineurin-NFAT is a negative regulator of cardiac myocyte (CM) hypertrophy (Fiedler et. al., Proc Natl Acad Sci USA. 2002, 99:11363-8). Since cardiovascular disease is the major cause of death in industrialized nations. Targeted intervention in calcineurin, a calmodulin-dependent, calcium-activated phosphatase and its substrate, nuclear factor of activated T cells (NFAT), can be effective in the treatment of cardiovascular diseases. Calcineurin/NFAT signaling pathway inhibition can be a therapeutic strategy in cardiovascular disorders including cardiac hypertrophy, restenosis, atherosclerosis, and angiogenesis.

Osteoclasts are multinucleated cells of monocyte/macrophage origin that degrade bone matrix. The differentiation of osteoclasts is dependent on a tumor necrosis factor (TNF) family cytokine, receptor activator of nuclear factor (NF)-kappaB ligand (RANKL), as well as macrophage colony-stimulating factor (M-CSF). Congenital lack of osteoclasts causes osteopetrosis. Among the essential molecules for osteoclastogenesis, including TNF receptor-associated factor (TRAF) 6, NF-kappaB, c-Fos and NFAT2. NFAT2 is activated by calcium signaling and binds to its own promoter, thus switching on an autoregulatory loop. C-Fos, as an activator protein (AP)-1 complex, is required for the autoamplification of NFAT2, enabling the robust induction of NFAT2. NFAT2 cooperates with other transcriptional partners to activate osteoclast-specific genes. Thus, NFAT2, the master transcription factor for osteoclast differentiation (Takayanagi, Ann. N.Y. Acad. Sci. 2007, 1116: 227-237). Excessive osteoclast formation characteristic of a variety of bone diseases. In rheumatoid arthritis, bone destruction is caused by the enhanced activity of osteoclasts. Suppressing the excessive osteoclast formation and/or the enhanced activity of osteoclasts by way of modulating the calcineurin/NFAT axis can be a strategy for the treatment and/or prevention of a variety of bone diseases.

Calcineurin/NFAT signaling axis is also important in the renal regulation of water homeostasis. A new member of the nuclear factor of activated T cells (NFAT) family has recently been discovered, NFAT 5, or Ton EBP. Ton EBP is the only known mammalian transcription factor that regulates gene expression in response to hypertonicity (Tyagi and Nandhakumar, Indian J Exp Biol. 2008, 46:89-93).

Deregulations of calcineurin/NFAT signaling and/or abnormal expression of its components have recently been reported in solid tumors of epithelial origin, lymphoma and lymphoid leukemia. Mouse models of human T-ALL/lymphoma shows that persistent activation of calcineurin/NFAT signaling is pro-oncogenic in vivo (Medyouf and Ghysdael, Cell Cycle. 2008, 7:297-303). Experimental evidence indicate the critical role of NFAT3 in some carcinogen-induced cell transformation and tumorigenicity (Lu and Huan, Curr Cancer Drug Targets. 2007, 7:343-53). There is an emerging role for Ca²⁺/calcineurin/NFAT signaling in cancerogenesis (Buchholz and Ellenrieder, Cell Cycle. 2007, 6(1):16-9). Modulation of NFAT can be suitable for the treatment of neoplastic cell proliferation diseases such as cancers.

Deregulation of calcineurin/NFAT signaling is also reported to be associated with defects in vertebrate development, since NFAT family of transcription factors are major regulators of vertebrate development. In human trisomy 21 or Down's syndrome, there is a human chromosome 21. Arron J R, et al. (Nature. 2006, 441:595-600) and Gwack Y, et al., (Nature, 2006, 441:646-50) report of two genes, DSCR1 and DYRK1A, that lie within the critical region of human chromosome 21 and the gene products act synergistically to inhibit the activation of NFATc transcription factors. The increase in expression of DSCR1 and DYRK1A can lead to a decrease in NFAT activation. In the mouse models of Down's syndrome, which are actually Dscr1- and Dyrk1a-overexpressing mice, these mice are found to be calcineurin- and NFAT-deficient. The reduced amount of NFAT can be associated with many of the features of Down's syndrome and also in many human diseases such as autoimmune disease and cancer as described herein.

Pancreatic beta-cells in the islet of Langerhans produce the hormone insulin, which maintains blood glucose homeostasis. Perturbations in beta-cell function may lead to impairment of insulin production and secretion and the onset of diabetes mellitus. Several essential beta-cell factors have been identified that are required for normal beta-cell function, including six genes that when mutated give rise to inherited forms of diabetes known as Maturity Onset Diabetes of the Young (MODY) (Heft, Bioessays. 2007, 29(10):1011-21). Mice with a beta-cell-specific deletion of the calcineurin phosphatase regulatory subunit, calcineurin b1 (Cnb1), develop age-dependent diabetes characterized by decreased beta-cell proliferation and mass, reduced pancreatic insulin content and hypoinsulinaemia. Moreover, beta-cells lacking Cnb1 have a reduced expression of established regulators of beta-cell proliferation. Conditional expression of active NFAT1 in Cnb1-deficient beta-cells rescues these defects and prevents diabetes. In normal adult beta-cells, conditional NFAT activation promotes the expression of cell-cycle regulators and increases beta-cell proliferation and mass, resulting in hyperinsulinaemia. Calcineurin/NFAT signaling regulates pancreatic beta-cell growth and function. Conditional NFAT activation also induces the expression of genes critical for beta-cell endocrine function, including all six genes mutated in hereditary forms of monogenic type 2 diabetes (Heit, Nature. 2006, 443(7109):345-9). Modulation of NFAT provides novel therapeutic approaches for the treatment of diabetes and for the prevention of diabetes for those at risk of developing diabetes.

There are evidences that the activation of calcineurin and NFAT and subsequently the PKC and the MEK/ERK MAPK pathways are induced by VEGF-A and IL-1 in endothelial cells. Gene activation via PLC-gamma provides VEGF with the potency to induce a wide spectrum of genes including many also upregulated by IL-1 (Schweighofer, Clin Hemorheol Microcirc. 2007, 37:57-62). Modulate calcineurin/NFAT can reduce VEGF-induced gene expression and reduced sprouting in undesired angiogenesis, such as in cancer, age-related macular degeneration, diabetic retinopathy; rheumatoid arthritis; Alzheimer's disease; obesity and endometriosis.

Nucleic Acid Inhibitors

In some embodiments, agents that inhibit the expression of a Dicer are nucleic acids. Nucleic acid inhibitors of a Dicer gene include, but not are limited to, RNA interference-inducing molecules (RNAi), for example, but not limited to, siRNA, dsRNA, stRNA, shRNA, an anti-sense oligonucleotide and modified versions thereof, where the RNA interference molecule silences the gene expression of the Dicer gene. In some embodiments, the nucleic acid inhibitor of a Dicer gene is an anti-sense oligonucleic acid, or a nucleic acid analogue, for example, but not limited to DNA, RNA, peptide-nucleic acid (PNA), pseudo-complementary PNA (pc-PNA), or locked nucleic acid (LNA) and the like. In alternative embodiments, the nucleic acid is DNA or RNA, or nucleic acid analogues, for example, PNA, pcPNA and LNA. A nucleic acid can be single or double stranded, and can be selected from a group comprising nucleic acid encoding a protein of interest, oligonucleotides, PNA, etc. Such nucleic acid sequences include, for example, but not limited to, nucleic acid sequence encoding proteins that act as transcriptional repressors, antisense molecules, ribozymes, small inhibitory nucleic acid sequences, for example but are not limited to RNAi, shRNAi, siRNA, micro RNAi (mRNAi), antisense oligonucleotides etc. Additional sequences can also be present.

RNA interference (RNAi) is a phenomenon in which double-stranded RNA (dsRNA) specifically suppresses the expression of a gene with its complementary sequence. Small interfering dsRNAs (siRNA) mediate post-transcriptional gene-silencing, and can be used to induce RNAi in mammalian cells. The dsRNA is processed intracellularly to release a short single stranded nucleic acid that can complementary base pair with the gene's primary transcript or mRNA. The resultant a double stranded RNA is susceptible to RNA degradation. Protein translation is thus prevent.

In some embodiments, single-stranded RNA (ssRNA), a form of RNA endogenously found in eukaryotic cells can be used to form an RNAi molecule. Cellular ssRNA molecules include messenger RNAs (and the progenitor pre-messenger RNAs), small nuclear RNAs, small nucleolar RNAs, transfer RNAs and ribosomal RNAs. Double-stranded RNA (dsRNA) induces a size-dependent immune response such that dsRNA larger than 30 bp activates the interferon response, while shorter dsRNAs feed into the cell's endogenous RNA interference machinery downstream of the Dicer enzyme.

Protein expression from the genes identified in Tables 1-5 can be reduced by inhibition of the expression of polypeptide (e.g., transcription, translation, post-translational processing) or by “gene silencing” methods commonly known by persons of ordinary skill in the art.

RNA interference (RNAi) provides a powerful approach for inhibiting the expression of selected target polypeptides. RNAi uses small interfering RNA (siRNA) duplexes that target the messenger RNA encoding the target polypeptide for selective degradation. siRNA-dependent post-transcriptional silencing of gene expression involves cutting the target messenger RNA molecule at a site guided by the siRNA.

RNA interference (RNAi) is an evolutionally conserved process whereby the expression or introduction of RNA of a sequence that is identical or highly similar to a target gene results in the sequence specific degradation or specific post-transcriptional gene silencing (PTGS) of messenger RNA (mRNA) transcribed from that targeted gene (see Coburn, G. and Cullen, B. (2002) J. of Virology 76:9225), thereby inhibiting expression of the target gene. In one embodiment, the RNA is double stranded RNA (dsRNA). This process has been described in plants, invertebrates, and mammalian cells. In nature, RNAi is initiated by the dsRNA-specific endonuclease Dicer, which promotes processive cleavage of long dsRNA into double-stranded fragments termed siRNAs. siRNAs are incorporated into a protein complex (termed “RNA induced silencing complex,” or “RISC”) that recognizes and cleaves target mRNAs. RNAi can also be initiated by introducing nucleic acid molecules, e.g., synthetic siRNAs or RNA interfering agents, to inhibit or silence the expression of target genes. As used herein, “inhibition of target gene expression” includes any decrease in expression or protein activity or level of the target gene or protein encoded by the target gene as compared to a situation wherein no RNA interference has been induced. The decrease can be of at least 5%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95% or 99% or more as compared to the expression of a target gene or the activity or level of the protein encoded by a target gene which has not been targeted by an RNA interfering agent.

“Short interfering RNA” (siRNA), also referred to herein as “small interfering RNA” is defined as an agent which functions to inhibit expression of a target gene, e.g., by RNAi. An siRNA can be chemically synthesized, can be produced by in vitro transcription, or can be produced within a host cell. In one embodiment, siRNA is a double stranded RNA (dsRNA) molecule of about 15 to about 40 nucleotides in length, preferably about 15 to about 28 nucleotides, more preferably about 19 to about 25 nucleotides in length, and more preferably about 19, 20, 21, 22, or 23 nucleotides in length, and can contain a 3′ and/or 5′ overhang on each strand having a length of about 0, 1, 2, 3, 4, or 5 nucleotides. The length of the overhang is independent between the two strands, i.e., the length of the overhang on one strand is not dependent on the length of the overhang on the second strand. Preferably the siRNA is capable of promoting RNA interference through degradation or specific post-transcriptional gene silencing (PTGS) of the target messenger RNA (mRNA).

Double-stranded RNA (dsRNA) has been shown to trigger one of these posttranscriptional surveillance processes, in which gene silencing involves the degradation of single-stranded RNA (ssRNA) targets complementary to the dsRNA trigger (Fire A, 1999, Trends Genet. 15:358-363). RNA interference (RNAi) effects triggered by dsRNA have been demonstrated in a number of organisms including plants, protozoa, nematodes, and insects (Cogoni C. and Macino G, 2000, Curr Opin Genet Dev 10:638-643).

siRNAs also include small hairpin (also called stem loop) RNAs (shRNAs). In one embodiment, these shRNAs are composed of a short (e.g., about 19 to about 25 nucleotide) antisense strand, followed by a nucleotide loop of about 5 to about 9 nucleotides, and the analogous sense strand. Alternatively, the sense strand can precede the nucleotide loop structure and the antisense strand can follow. These shRNAs can be contained in plasmids, retroviruses, and lentiviruses and expressed from, for example, the pol III U6 promoter, or another promoter (see, e.g., Stewart, et al. (2003) RNA April; 9(4):493-501, incorporated by reference herein in its entirety).

The target gene or sequence of the RNA interfering agent can be a cellular gene or genomic sequence, e.g. that of calcineurin, Ran-GTPase, or Stim1 sequence. An siRNA can be substantially homologous to the target gene or genomic sequence, or a fragment thereof. As used in this context, the term “homologous” is defined as being substantially identical, sufficiently complementary, or similar to the target mRNA, or a fragment thereof, to effect RNA interference of the target. In addition to native RNA molecules, RNA suitable for inhibiting or interfering with the expression of a target sequence includes RNA derivatives and analogs. Preferably, the siRNA is identical to its target.

The siRNA preferably targets only one sequence. Each of the RNA interfering agents, such as siRNAs, can be screened for potential off-target effects by, for example, expression profiling. Such methods are known to one skilled in the art and are described, for example, in Jackson et al, Nature Biotechnology 6:635-637, 2003. In addition to expression profiling, one can also screen the potential target sequences for similar sequences in the sequence databases to identify potential sequences which can have off-target effects. For example, as few as 11 contiguous nucleotides of sequence identity are sufficient to direct silencing of non-targeted transcripts. Therefore, one can initially screen the proposed siRNAs to avoid potential off-target silencing using the sequence identity analysis by any known sequence comparison methods, such as BLAST.

siRNA molecules need not be limited to those molecules containing only RNA, but, for example, further encompasses chemically modified nucleotides and non-nucleotides, and also include molecules wherein a ribose sugar molecule is substituted for another sugar molecule or a molecule which performs a similar function. Moreover, a non-natural linkage between nucleotide residues can be used, such as a phosphorothioate linkage. For example, siRNA containing D-arabinofuranosyl structures in place of the naturally-occurring D-ribonucleosides found in RNA can be used in RNAi molecules according to the present invention (U.S. Pat. No. 5,177,196). Other examples include RNA molecules containing the o-linkage between the sugar and the heterocyclic base of the nucleoside, which confers nuclease resistance and tight complementary strand binding to the oligonucleotidesmolecules similar to the oligonucleotides containing 2′-O-methyl ribose, arabinose and particularly D-arabinose (U.S. Pat. No. 5,177,196).

The RNA strand can be derivatized with a reactive functional group of a reporter group, such as a fluorophore. Particularly useful derivatives are modified at a terminus or termini of an RNA strand, typically the 3′ terminus of the sense strand. For example, the 2′-hydroxyl at the 3′ terminus can be readily and selectively derivatized with a variety of groups.

Other useful RNA derivatives incorporate nucleotides having modified carbohydrate moieties, such as 2′O-alkylated residues or 2′-O-methyl ribosyl derivatives and 2′-O-fluoro ribosyl derivatives. The RNA bases can also be modified. Any modified base useful for inhibiting or interfering with the expression of a target sequence can be used. For example, halogenated bases, such as 5-bromouracil and 5-iodouracil can be incorporated. The bases can also be alkylated, for example, 7-methylguanosine can be incorporated in place of a guanosine residue. Non-natural bases that yield successful inhibition can also be incorporated.

The more preferred siRNA modifications include 2′-deoxy-2′-fluorouridine or locked nucleic acid (LNA) nucleotides and RNA duplexes containing either phosphodiester or varying numbers of phosphorothioate linkages. Such modifications are known to one skilled in the art and are described, for example, in Braasch et al., Biochemistry, 42: 7967-7975, 2003. Most of the useful modifications to the siRNA molecules can be introduced using chemistries established for antisense oligonucleotide technology. Preferably, the modifications involve minimal 2′-O-methyl modification, preferably excluding such modification. Modifications also preferably exclude modifications of the free 5′-hydroxyl groups of the siRNA.

Locked nucleic acids (LNAs), also known as bridged nucleic acids (BNAs), developed by Wengel and co-workers (Koshkin A. A., 1998, Tetrahedron, 54:3607-3630) and Imanishi and co-workers (Obika S., 1998, Tetrahedron Lett., 39:5401-5404). LNA bases are ribonucleotide analogs containing a methylene linkage between the 2′ oxygen and the 4′ carbon of the ribose ring. The constraint on the sugar moiety results in a locked 3′-endo conformation that preorganizes the base for hybridization and increases melting temperature (Tm) values as much as 10° C. per base (Wengel J., 1999, Acc. Chem. Res., 32:301-310; Braasch D. A. and Corey, D. R., 2001, Chem. Biol., 8:1-7). LNA bases can be incorporated into oligonucleotides using standard protocols for DNA synthesis. This commonality facilitates the rapid synthesis of chimeric oligonucleotides that contain both DNA and LNA bases and allows chimeric oligomers to be tailored for their binding affinity and ability to activate RNase H. Because oligomers that contain LNA bases have a native phosphate backbone they are readily soluble in water. Introduction of LNA bases also confers resistance to nucleases when incorporated at the 5′ and 3′ ends of oligomers (Crinelli R., et. al., 2002, Nucleic Acids Res., 30:2435-2443). The ability to use LNAs for in vivo applications is also favored by the finding that LNAs have demonstrated low toxicity when delivered intravenously to animals (Wahlestedt C., et. al., 2000, Proc. Natl. Acad. Sci. USA, 97: 5633-5638).

LNAs and LNA-DNA chimeras have been shown to be potent inhibitors of human telomerase and that a relatively short eight base LNA is a 1000-fold more potent agent than an analogous peptide nucleic acid (PNA) oligomer (Elayadi A. N., et. al., 2002, Biochemistry, 41: 9973-9981). LNAs and LNA-DNA chimeras have also been shown to be useful agents for antisense gene inhibition. Wengel and co-workers have used LNAs to inhibit gene expression in mice (Wahlestedt C., et. al., 2000, Proc. Natl. Acad. Sci. USA, 97:5633-5638), while Erdmann and colleagues have described the design of LNA-containing oligomers that recruit RNase H and have described the rules governing RNase H activation by LNA-DNA chimeras in cell-free systems (Kurreck J., et. al., 2002, Nucleic Acids Res., 30:1911-1918).

The syntheses of LNA-containing oligomers are known in the art, for examples, those described in U.S. Pat. Nos. 6,316,198, 6,670,461, 6,794,499, 6,977,295, 6,998,484, 7,053,195, and U.S Patent Publication No. US 2004/0014959, and all of which are hereby incorporated by reference in their entirety.

Another nucleic acid derivative envisioned in the methods described herein is phosphorodiamidate morpholino oligomer (PMO). PMOs are DNA mimics that inhibit expression of specific mRNA in eukaryotic cells (Arora, V., et. al., 2000, J. Pharmacol. Exp. Ther. 292:921-928; Qin, G., et. al., 2000, Antisense Nucleic Acid Drug Dev. 10:11-16; Summerton, J., et. al., 1997, Antisense Nucleic Acid Drug Dev. 7:63-70). They are synthesized by using the four natural bases, with a base sequence that is complementary (antisense) to a region of a specific mRNA. They are different than DNA in the chemical structure that links the bases together. Ribose has been replaced with a morpholine group, and the phosphodiester is replaced with a phosphorodiamidate. These alterations make the antisense molecule resistant to nucleases (Hudziak, R., et. al., 1996 Antisense Nucleic Acid Drug Dev. 6:267-272) and free of charges at physiological pH, yet it retains the molecular architecture required for binding specifically to a complementary strand of nucleic acid (Stein, D., et. al, 1997, Antisense Nucleic Acid Drug Dev. 7:151-157; Summerton, J., et. al., 1997, Antisense Nucleic Acid Drug Dev. 7:63-70; Summerton, J., and D. Weller., 1997, Antisense Nucleic Acid Drug Dev. 7:187-195).

The synthesis, structures, and binding characteristics of morpholine oligomers are detailed in U.S. Pat. Nos. 5,698,685, 5,127,866, 5,142,047, 5,166,315, 5,521,063, and 5,506,337, and all of which are hereby hereby incorporated by reference in their entirety. PMOs can be synthesized at AVI BioPharma (Corvallis, Oreg.) in accordance with known methods, as described, for example, in Summerton, J., and D. Weller U.S. Pat. No. 5,185,444; and Summerton, J., and D. Weller. 1997, Antisense Nucleic Acid Drug Dev. 7:187-195. For example, PMO against calcineurin or KCNN4 transcripts should containing between 12-40 nucleotide bases, and having a targeting sequence of at least 12 subunits complementary to the respective transcript. Methods of making and using PMO for the inhibition of gene expression in vivo are described in U.S. Patent Publication No. US 2003/0171335; US 2003/0224055; US 2005/0261249; US 2006/0148747; S 2007/0274957; US 2007/003776; and US 2007/0129323; and these are hereby incorporated by reference in their entirety.

siRNA and miRNA molecules having various “tails” covalently attached to either their 3′- or to their 5′-ends, or to both, are also known in the art and can be used to stabilize the siRNA and miRNA molecules delivered using the methods of the present invention. Generally speaking, intercalating groups, various kinds of reporter groups and lipophilic groups attached to the 3′ or 5′ ends of the RNA molecules are well known to one skilled in the art and are useful according to the methods of the present invention. Descriptions of syntheses of 3′-cholesterol or 3′-acridine modified oligonucleotides applicable to preparation of modified RNA molecules useful according to the present invention can be found, for example, in the articles: Gamper, H. B., Reed, M. W., Cox, T., Virosco, J. S., Adams, A. D., Gall, A., Scholler, J. K., and Meyer, R. B. (1993) Facile Preparation and Exonuclease Stability of 3′-Modified Oligodeoxynucleotides. Nucleic Acids Res. 21 145-150; and Reed, M. W., Adams, A. D., Nelson, J. S., and Meyer, R. B., Jr. (1991) Acridine and Cholesterol-Derivatized Solid Supports for Improved Synthesis of 3′-Modified Oligonucleotides. Bioconjugate Chem. 2 217-225 (1993).

Other siRNAs useful for targeting the genes identified in Tables 1-5 can be readily designed and tested. Accordingly, siRNAs useful for the methods described herein include siRNA molecules of about 15 to about 40 or about 15 to about 28 nucleotides in length, which are homologous to an gene identified in Tables 1-5. Preferably, the siRNA molecules targeting the gene identified in Tables 1-5 have a length of about 19 to about 25 nucleotides. More preferably, the siRNA molecules have a length of about 19, 20, 21, or 22 nucleotides. The siRNA molecules can also comprise a 3′ hydroxyl group. The siRNA molecules can be single-stranded or double stranded; such molecules can be blunt ended or comprise overhanging ends (e.g., 5′, 3′). In specific embodiments, the RNA molecule is double stranded and either blunt ended or comprises overhanging ends.

In one embodiment, at least one strand of the RNA molecule has a 3′ overhang from about 0 to about 6 nucleotides (e.g., pyrimidine nucleotides, purine nucleotides) in length. In other embodiments, the 3′ overhang is from about 1 to about 5 nucleotides, from about 1 to about 3 nucleotides and from about 2 to about 4 nucleotides in length. In one embodiment, the RNA molecule that targets the gene identified in Tables 1-5 is double stranded—one strand has a 3′ overhang and the other strand can be blunt-ended or have an overhang. In the embodiment in which the gene identified in Tables 1-5 targeting RNA molecule is double stranded and both strands comprise an overhang, the length of the overhangs can be the same or different for each strand. In a embodiment, the RNA comprises at least 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, or 22 nucleotides which are paired and which have overhangs of from about 1 to about 3, particularly about 2, nucleotides on both 3′ ends of the RNA. In one embodiment, the 3′ overhangs can be stabilized against degradation. In a preferred embodiment, the RNA is stabilized by including purine nucleotides, such as adenosine or guanosine nucleotides. Alternatively, substitution of pyrimidine nucleotides by modified analogues, e.g., substitution of uridine 2 nucleotide 3′ overhangs by 2′-deoxythymidine is tolerated and does not affect the efficiency of RNAi. The absence of a 2′ hydroxyl significantly enhances the nuclease resistance of the overhang in tissue culture medium.

In some embodiments, assessment of the expression and/or knock down of gene identified in Tables 1-5 using gene specific siRNAs can be determined by methods that are well known in the art, such as western blot analysis or enzyme activity assays. Other methods can be readily prepared by those of skill in the art based on the known sequence of the target mRNA.

siRNA sequences are chosen to maximize the uptake of the antisense (guide) strand of the siRNA into RISC and thereby maximize the ability of RISC to target the mRNA of the gene identified in Tables 1-5 for degradation. This can be accomplished by scanning for sequences that have the lowest free energy of binding at the 5′-terminus of the antisense strand. The lower free energy leads to an enhancement of the unwinding of the 5′-end of the antisense strand of the siRNA duplex, thereby ensuring that the antisense strand will be taken up by RISC and direct the sequence-specific cleavage of the mRNA of the human gene identified in Tables 1-5.

In a preferred embodiment, the siRNA or modified siRNA is delivered in a pharmaceutically acceptable carrier. Additional carrier agents, such as liposomes, can be added to the pharmaceutically acceptable carrier.

In another embodiment, the siRNA is delivered by delivering a vector encoding small hairpin RNA (shRNA) in a pharmaceutically acceptable carrier to the cells in an organ of an individual. The shRNA is converted by the cells after transcription into a siRNA capable of targeting a specific gene identified in Tables 1-5. In one embodiment, the vector can be a plasmid, a cosmid, a phagmid, a hybrid thereof, or a virus. In one embodiment, the vector can be a regulatable vector, such as tetracycline inducible vector.

In one embodiment, the RNA interfering agents used in the methods described herein are taken up actively by cells in vivo following intravenous injection, e.g., hydrodynamic injection, without the use of a vector, illustrating efficient in vivo delivery of the RNA interfering agents, e.g., the siRNAs used in the methods of the invention.

Other strategies for delivery of the RNA interfering agents, e.g., the siRNAs or shRNAs used in the methods of the invention, can also be employed, such as, for example, delivery by a vector, e.g., a plasmid or viral vector, e.g., a lentiviral vector. Such vectors can be used as described, for example, in Xiao-Feng Qin et al. Proc. Natl. Acad. Sci. U.S.A., 100: 183-188. Other delivery methods include delivery of the RNA interfering agents, e.g., the siRNAs or shRNAs of the invention, using a basic peptide by conjugating or mixing the RNA interfering agent with a basic peptide, e.g., a fragment of a TAT peptide, mixing with cationic lipids or formulating into particles.

As noted, the dsRNA, such as siRNA or shRNA can be delivered using an inducible vector, such as a tetracycline inducible vector. Methods described, for example, in Wang et al. Proc. Natl. Acad. Sci. 100: 5103-5106, using pTet-On vectors (BD Biosciences Clontech, Palo Alto, Calif.) can be used. In some embodiments, a vector can be a plasmid vector, a viral vector, or any other suitable vehicle adapted for the insertion and foreign sequence and for the introduction into eukaryotic cells. The vector can be an expression vector capable of directing the transcription of the DNA sequence of the agonist or antagonist nucleic acid molecules into RNA. Viral expression vectors can be selected from a group comprising, for example, reteroviruses, lentiviruses, Epstein Barr virus-, bovine papilloma virus, adenovirus- and adeno-associated-based vectors or hybrid virus of any of the above. In one embodiment, the vector is episomal. The use of a suitable episomal vector provides a means of maintaining the antagonist nucleic acid molecule in the subject in high copy number extra chromosomal DNA thereby eliminating potential effects of chromosomal integration.

RNA interference molecules and nucleic acid inhibitors useful in the methods as disclosed herein can be produced using any known techniques such as direct chemical synthesis, through processing of longer double stranded RNAs by exposure to recombinant Dicer protein or Drosophila embryo lysates, through an in vitro system derived from S2 cells, using phage RNA polymerase, RNA-dependant RNA polymerase, and DNA based vectors. Use of cell lysates or in vitro processing can further involve the subsequent isolation of the short, for example, about 21-23 nucleotide, siRNAs from the lysate, etc. Chemical synthesis usually proceeds by making two single stranded RNA-oligomers followed by the annealing of the two single stranded oligomers into a double stranded RNA. Other examples include methods disclosed in WO 99/32619 and WO 01/68836 that teach chemical and enzymatic synthesis of siRNA. Moreover, numerous commercial services are available for designing and manufacturing specific siRNAs (see, e.g., QIAGEN Inc., Valencia, Calif. and AMBION Inc., Austin, Tex.)

In some embodiments, an agent is protein or polypeptide or RNAi agent that inhibits the expression of genes identified in Tables 1-5 and/or activity of proteins encoded by gene identified in Tables 1-5. In such embodiments, cells can be modified (e.g., by homologous recombination) to provide increased expression of such an agent, for example, by replacing, in whole or in part, the naturally occurring promoter with all or part of a heterologous promoter so that the cells express the natural inhibitor agent. For example, a protein or miRNA inhibitor of a gene identified in Tables 1-5 become expressed at higher levels. The heterologous promoter is inserted in such a manner that it is operatively linked to the desired nucleic acid encoding the agent. See, for example, PCT International Publication No. WO 94/12650 by Transkaryotic Therapies, Inc., PCT International Publication No. WO 92/20808 by Cell Genesys, Inc., and PCT International Publication No. WO 91/09955 by Applied Research Systems. Cells also can be engineered to express an endogenous gene comprising the agent under the control of inducible regulatory elements, in which case the regulatory sequences of the endogenous gene can be replaced by homologous recombination. Gene activation techniques are described in U.S. Pat. No. 5,272,071 to Chappel; U.S. Pat. No. 5,578,461 to Sherwin et al.; PCT/US92/09627 (WO93/09222) by Selden et al.; and PCT/US90/06436 (WO91/06667) by Skoultchi et al. The agent can be prepared by culturing transformed host cells under culture conditions suitable to express the miRNA. The resulting expressed agent can then be purified from such culture (i.e., from culture medium or cell extracts) using known purification processes, such as gel filtration and ion exchange chromatography. The purification of a peptide or nucleic acid agent inhibitor of the gene identified in Tables 1-5 can also include an affinity column containing agents which will bind to the protein; one or more column steps over such affinity resins as concanavalin A-agarose, heparin-toyopearl™ or Cibacrom blue 3GA Sepharose; one or more steps involving hydrophobic interaction chromatography using such resins as phenyl ether, butyl ether, or propyl ether; immunoaffinity chromatography, or complementary cDNA affinity chromatography.

In one embodiment, the nucleic acid inhibitors of the genes identified in Tables 1-5 can be obtained synthetically, for example, by chemically synthesizing a nucleic acid by any method of synthesis known to the skilled artisan. The synthesized nucleic acid inhibitors of the gene identified in Tables 1-5 can then be purified by any method known in the art. Methods for chemical synthesis of nucleic acids include, but are not limited to, in vitro chemical synthesis using phosphotriester, phosphate or phosphoramidite chemistry and solid phase techniques, or via deoxynucleoside H-phosphonate intermediates (see U.S. Pat. No. 5,705,629 to Bhongle).

In some circumstances, for example, where increased nuclease stability is desired, nucleic acids having nucleic acid analogs and/or modified internucleoside linkages can be preferred. Nucleic acids containing modified internucleoside linkages can also be synthesized using reagents and methods that are well known in the art. For example, methods of synthesizing nucleic acids containing phosphonate phosphorothioate, phosphorodithioate, phosphoramidate methoxyethyl phosphoramidate, formacetal, thioformacetal, diisopropylsilyl, acetamidate, carbamate, dimethylene-sulfide (—CH₂—S—CH₂), dimethylene-sulfoxide (—CH₂—SO—CH₂), dimethylene-sulfone (—CH₂—SO₂—CH₂), 2′-O-alkyl, and 2′-deoxy-2′-fluoro′phosphorothioate internucleoside linkages are well known in the art (see Uhlmann et al., 1990, Chem. Rev. 90:543-584; Schneider et al., 1990, Tetrahedron Lett. 31:335 and references cited therein). U.S. Pat. Nos. 5,614,617 and 5,223,618 to Cook, et al., U.S. Pat. No. 5,714,606 to Acevedo, et al, U.S. Pat. No. 5,378,825 to Cook, et al., U.S. Pat. Nos. 5,672,697 and 5,466,786 to Buhr, et al., U.S. Pat. No. 5,777,092 to Cook, et al., U.S. Pat. No. 5,602,240 to De Mesmacker, et al., U.S. Pat. No. 5,610,289 to Cook, et al. and U.S. Pat. No. 5,858,988 to Wang, also describe nucleic acid analogs for enhanced nuclease stability and cellular uptake.

The siRNA molecules of the present invention can be generated by annealing two complementary single-stranded RNA molecules together (one of which matches a portion of the target mRNA) (Fire et al., U.S. Pat. No. 6,506,559) or through the use of a single hairpin RNA molecule that folds back on itself to produce the requisite double-stranded portion (Yu et al. (2002) Proc. Natl. Acad. Sci. USA 99:6047-52). The siRNA molecules can also be chemically synthesized (Elbashir et al. (2001) Nature 411:494-98)

Synthetic siRNA molecules, including shRNA molecules, can be obtained using a number of techniques known to those of skill in the art. For example, the siRNA molecule can be chemically synthesized or recombinantly produced using methods known in the art, such as using appropriately protected ribonucleoside phosphoramidites and a conventional DNA/RNA synthesizer (see, e.g., Elbashir, S. M. et al. (2001) Nature 411:494-498; Elbashir, S. M., W. Lendeckel and T. Tuschl (2001) Genes & Development 15:188-200; Harborth, J. et al. (2001) J. Cell Science 114:4557-4565; Masters, J. R. et al. (2001) Proc. Natl. Acad. Sci., USA 98:8012-8017; and Tuschl, T. et al. (1999) Genes & Development 13:3191-3197). Alternatively, several commercial RNA synthesis suppliers are available including, but are not limited to, Proligo (Hamburg, Germany), Dharmacon Research (Lafayette, Colo., USA), Pierce Chemical (part of Perbio Science, Rockford, Ill., USA), Glen Research (Sterling, Va., USA), ChemGenes (Ashland, Mass., USA), and Cruachem (Glasgow, UK). As such, siRNA molecules are not overly difficult to synthesize and are readily provided in a quality suitable for RNAi.

siRNA can also be produced by in vitro transcription using single-stranded DNA templates (Yu et al., supra). Alternatively, the siRNA molecules can be produced biologically, either transiently (Yu et al., supra; Sui et al. (2002) Proc. Natl. Acad. Sci. USA 99:5515-20) or stably (Paddison et al. (2002) Proc. Natl. Acad. Sci. USA 99:1443-48), using an expression vector(s) containing the sense and antisense siRNA sequences. siRNA can be designed into short hairpin RNA (shRNA) for plasmid- or vector-based approaches for supplying siRNAs to cells to produce stable gene identified in Tables 1-5 silencing. Examples of vectors for shRNA are #AM5779:—pSILENCER™ 4.1-CMV neo; #AM5777:—pSILENCER™ 4.1-CMV hygro; #AM5775:—pSILENCER™ 4.1-CMV puro; #AM7209:—pSILENCER™ 2.0-U6; #AM7210:—pSILENCER™ 3.0-H1; #AM5768: —pSILENCER™ 3.1-H1 puro; #AM5762:—pSILENCER™ 2.1-U6 puro; #AM5770:—pSILENCER™ 3.1-H1 neo; #AM5764:—pSILENCER™ 2.1-U6 neo; #AM5766:—pSILENCER™ 3.1-H1 hygro; #AM5760:—pSILENCER™ 2.1-U6 hygro; #AM7207:—pSILENCER™ 1.0-U6 (circular) from Ambion®.

Recently, reduction of levels of target mRNA in primary human cells, in an efficient and sequence-specific manner, was demonstrated using adenoviral vectors that express hairpin RNAs, which are further processed into siRNAs (Arts et al. (2003) Genome Res. 13:2325-32). In addition, dsRNAs can be expressed as stem loop structures encoded by plasmid vectors, retroviruses and lentiviruses (Paddison, P. J. et al. (2002) Genes Dev. 16:948-958; McManus, M. T. et al. (2002) RNA 8:842-850; Paul, C. P. et al. (2002) Nat. Biotechnol. 20:505-508; Miyagishi, M. et al. (2002) Nat. Biotechnol. 20:497-500; Sui, G. et al. (2002) Proc. Natl. Acad. Sci., USA 99:5515-5520; Brummelkamp, T. et al. (2002) Cancer Cell 2:243; Lee, N. S., et al. (2002) Nat. Biotechnol. 20:500-505; Yu, J. Y., et al. (2002) Proc. Natl. Acad. Sci., USA 99:6047-6052; Zeng, Y., et al. (2002) Mol. Cell. 9:1327-1333; Rubinson, D. A., et al. (2003) Nat. Genet. 33:401-406; Stewart, S. A., et al. (2003) RNA 9:493-501). These vectors generally have a polIII promoter upstream of the dsRNA and can express sense and antisense RNA strands separately and/or as a hairpin structures. Within cells, Dicer processes the short hairpin RNA (shRNA) into effective siRNA.

The targeted region of the siRNA molecule of the present invention can be selected from a given target gene sequence, e.g., the coding sequence of a gene identified in Tables 1-5, beginning from about 25 to 50 nucleotides, from about 50 to 75 nucleotides, or from about 75 to 100 nucleotides downstream of the start codon. Nucleotide sequences can contain 5′ or 3′ UTRs and regions nearby the start codon. One method of designing a siRNA molecule of the present invention involves identifying the 23 nucleotide sequence motif AA(N19)TT (SEQ ID NO: 12) (where N can be any nucleotide), and selecting hits with at least 25%, 30%, 35%, 40%, 45%, 50%, 55%, 60%, 65%, 70% or 75% G/C content. The “TT” portion of the sequence is optional. Alternatively, if no such sequence is found, the search can be extended using the motif NA(N21), where N can be any nucleotide. In this situation, the 3′ end of the sense siRNA can be converted to TT to allow for the generation of a symmetric duplex with respect to the sequence composition of the sense and antisense 3′ overhangs. The antisense siRNA molecule can then be synthesized as the complement to nucleotide positions 1 to 21 of the 23 nucleotide sequence motif. The use of symmetric 3′ TT overhangs can be advantageous to ensure that the small interfering ribonucleoprotein particles (siRNPs) are formed with approximately equal ratios of sense and antisense target RNA-cleaving siRNPs (Elbashir et al. (2001) supra and Elbashir et al. 2001 supra). Analysis of sequence databases, including but are not limited to the NCBI, BLAST, Derwent and GenSeq as well as commercially available oligosynthesis software such as Oligoengine®, can also be used to select siRNA sequences against EST libraries to ensure that only one gene is targeted.

Methods of predicting and selecting antisense oligonucleotides and siRNA are known in the art and are also found at the Website for GENSCRIPT, AMBION, DHARMACON, OLIGOENGINE, WADSWORTH, Whitehead Institute at the Massachusetts Institute of Technology and described in U.S. Pat. No. 6,060,248.

In some aspects, antisense nucleic acid technology can be used to inhibit the expression of gene identified in Tables 1-5. It is possible to synthesize a strand of nucleic acid (DNA, RNA or a chemical analogue) that will bind to the messenger RNA (mRNA) produced by that gene and inactivate it, effectively turning that gene “off”. This is because mRNA has to be single stranded for it to be translated. This synthesized nucleic acid is termed an “anti-sense” oligonucleotide because its base sequence is complementary to the gene's messenger RNA (mRNA), which is called the “sense” sequence (so that a sense segment of mRNA “5′-AAGGUC-3′ ” would be blocked by the anti-sense mRNA segment “3′-UUCCAG-5′”).

Delivery of RNA Interfering Agents: Methods of delivering RNA interfering agents, e.g., an siRNA, or vectors containing an RNA interfering agent, to the target cells (e.g., cells of the brain or other desired target cells, for cells in the central and peripheral nervous systems), can include, for example (i) injection of a composition containing the RNA interfering agent, e.g., an siRNA, or (ii) directly contacting the cell, e.g., a cell of the brain, with a composition comprising an RNA interfering agent, e.g., an siRNA. In one embodiment, the RNA interfering agent can be targeted to the bone marrow where the lymphocytes expressing the genes identified in Tables 1-5 are made. In another embodiment, RNA interfering agents, e.g., an siRNA can be injected directly into any blood vessel, such as vein, artery, venule or arteriole, via, e.g., hydrodynamic injection or catheterization. In yet another embodiment, the RNA interfering agent can be injected or applied topically directly to the site of the skin ulcers.

Administration can be by a single injection or by two or more injections. The RNA interfering agent is delivered in a pharmaceutically acceptable carrier. One or more RNA interfering agents can be used simultaneously. The RNA interfering agents, e.g., the siRNAs targeting the mRNA of genes identified in Tables 1-5, can be delivered singly, or in combination with other RNA interfering agents, e.g., siRNAs, such as, for example siRNAs directed to other cellular genes. siRNAs targeting gene identified in Tables 1-5 can also be administered in combination with other pharmaceutical agents which are used to treat or prevent immunological diseases or disorders.

In one embodiment, specific cells are targeted with RNA interference, limiting potential side effects of RNA interference caused by non-specific targeting of RNA interference. The method can use, for example, a complex or a fusion molecule comprising a cell targeting moiety and an RNA interference binding moiety that is used to deliver RNA interference effectively into cells. For example, an antibody-protamine fusion protein when mixed with an siRNA, binds siRNA and selectively delivers the siRNA into cells expressing an antigen recognized by the antibody, resulting in silencing of gene expression only in those cells that express the antigen. The siRNA or RNA interference-inducing molecule binding moiety is a protein or a nucleic acid binding domain or fragment of a protein, and the binding moiety is fused to a portion of the targeting moiety. The location of the targeting moiety can be either in the carboxyl-terminal or amino-terminal end of the construct or in the middle of the fusion protein.

A viral-mediated delivery mechanism can also be employed to deliver siRNAs to cells in vitro and in vivo as described in Xia, H. et al. (2002) Nat Biotechnol 20(10):1006). Plasmid- or viral-mediated delivery mechanisms of shRNA can also be employed to deliver shRNAs to cells in vitro and in vivo as described in Rubinson, D. A., et al. ((2003) Nat. Genet. 33:401-406) and Stewart, S. A., et al. ((2003) RNA 9:493-501).

RNA interfering agents, for e.g., an siRNA, can also be introduced into cells via the vascular or extravascular circulation, the blood or lymph system, and the cerebrospinal fluid.

The dose of the particular RNA interfering agent will be in an amount necessary to effect RNA interference, e.g., post translational gene silencing (PTGS), of the particular target gene, thereby leading to inhibition of target gene expression or inhibition of activity or level of the protein encoded by the target gene.

It is also known that RNAi molecules do not have to match perfectly to their target sequence. Preferably, however, the 5′ and middle part of the antisense (guide) strand of the siRNA is perfectly complementary to the target nucleic acid sequence.

Accordingly, the RNAi molecules functioning as nucleic acid inhibitors of the genes identified in Tables 1-5 disclosed herein are, for example, but not limited to, unmodified and modified double stranded (ds) RNA molecules including short-temporal RNA (stRNA), small interfering RNA (siRNA), short-hairpin RNA (shRNA), microRNA (miRNA), double-stranded RNA (dsRNA), (see, e.g. Baulcombe, Science 297:2002-2003, 2002). The dsRNA molecules, e.g. siRNA, also can contain 3′ overhangs, preferably 3′UU or 3′TT overhangs. In one embodiment, the siRNA molecules of the present invention do not include RNA molecules that comprise ssRNA greater than about 30-40 bases, about 40-50 bases, about 50 bases or more. In one embodiment, the siRNA molecules of the present invention are double stranded for more than about 25%, more than about 50%, more than about 60%, more than about 70%, more than about 80%, more than about 90% of their length. In some embodiments, a nucleic acid inhibitor of a gene identified in Tables 1-5 is any agent which binds to and inhibits the expression of mRNA of that gene identified in Tables 1-5, where the mRNA or a product of transcription of nucleic acid is encoded by SEQ. ID NOS:1-11 (Genbank Accession No. NM_(—)000944; NM_(—)021132.1; NM_(—)006325; NM_(—)006267.4; NM_(—)002265.4, NM_(—)001316; NM_(—)003400.3; NM_(—)003156.2, NM_(—)020860.2, NM_(—)032790.3, NM_(—)002250.2).

In another embodiment, agents inhibiting the genes identified in Tables 1-5 are catalytic nucleic acid constructs, such as, for example ribozymes, which are capable of cleaving RNA transcripts and thereby preventing the production of wildtype protein. Ribozymes are targeted to and anneal with a particular sequence by virtue of two regions of sequence complementary to the target flanking the ribozyme catalytic site. After binding, the ribozyme cleaves the target in a site specific manner. The design and testing of ribozymes which specifically recognize and cleave sequences of the gene products described herein, for example, for the cleavage of the genes identified in Tables 1-5 or homologues or variants thereof can be achieved by techniques well known to those skilled in the art (for example Lleber and Strauss, (1995) Mol Cell Biol 15:540.551, the disclosure of which is incorporated herein by reference).

Pharmaceutical Compositions and Administration

In one embodiment, the invention provides a pharmaceutical composition comprising an agent that inhibits the activity of a protein encoded by a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5 and a pharmaceutically acceptable carrier. The agent can be a small molecule, nucleic acid, nucleic acid analogue, protein, antibody, peptide, aptamer or variants or fragments thereof. Other forms of inhibitors include a nucleic acid agent which is an RNAi agent such as a siRNA, shRNA, miRNA, dsRNA or ribozyme or variants thereof.

In one embodiment, the term “pharmaceutically acceptable” means approved by a regulatory agency of the Federal or a state government or listed in the U.S. Pharmacopeia or other generally recognized pharmacopeia for use in animals, and more particularly in humans.

The term “carrier” refers to a diluent, adjuvant, excipient, or vehicle with which the therapeutic is administered. Such pharmaceutical carriers can be sterile liquids, such as water and oils, including those of petroleum, animal, vegetable or synthetic origin, such as peanut oil, soybean oil, mineral oil, sesame oil and the like. Water is a preferred carrier when the pharmaceutical composition is administered intravenously. Saline solutions and aqueous dextrose and glycerol solutions can also be employed as liquid carriers, particularly for injectable solutions. Suitable pharmaceutical excipients include starch, glucose, lactose, sucrose, gelatin, malt, rice, flour, chalk, silica gel, sodium stearate, glycerol monostearate, talc, sodium chloride, dried skim milk, glycerol, propylene, glycol, water, ethanol and the like. The composition, if desired, can also contain minor amounts of wetting or emulsifying agents, or pH buffering agents. These compositions can take the form of solutions, suspensions, emulsion, tablets, pills, capsules, powders, sustained-release formulations, and the like.

The composition can be formulated as a suppository, with traditional binders and carriers such as triglycerides. Oral formulation can include standard carriers such as pharmaceutical grades of mannitol, lactose, starch, magnesium stearate, sodium saccharine, cellulose, magnesium carbonate, etc. Examples of suitable pharmaceutical carriers are described in Remington's Pharmaceutical Sciences, 18th Ed., Gennaro, ed. (Mack Publishing Co., 1990). In one embodiment, other ingredients can be added to pharmaceutical formulations, including antioxidants, e.g., ascorbic acid; low molecular weight (less than about ten residues) polypeptides, e.g., polyarginine or tripeptides; proteins, such as serum albumin, gelatin, or immunoglobulins; hydrophilic polymers such as polyvinylpyrrolidone; amino acids, such as glycine, glutamic acid, aspartic acid, or arginine; monosaccharides, disaccharides, and other carbohydrates including cellulose or its derivatives, glucose, mannose, or dextrins; chelating agents such as EDTA; and sugar alcohols such as mannitol or sorbitol.

In a embodiment, the composition is formulated in accordance with routine procedures as a pharmaceutical composition adapted for intravenous administration to human beings. Typically, compositions for intravenous administration are solutions in sterile isotonic aqueous buffer. Where necessary, the composition can also include a solubilizing agent and a local anesthetic such as lignocamne to ease pain at the site of the injection. Generally, the ingredients are supplied either separately or mixed together in unit dosage form, for example, as a dry lyophilized powder or water free concentrate in a hermetically sealed container such as an ampoule or sachette indicating the quantity of active agent. Where the composition is to be administered by infusion, it can be dispensed with an infusion bottle containing sterile pharmaceutical grade water or saline. Where the composition is administered by injection, an ampoule of sterile water for injection or saline can be provided so that the ingredients can be mixed prior to administration.

The compositions of the invention can be formulated as neutral or salt forms. Pharmaceutically acceptable salts include those formed with anions such as those derived from hydrochloric, phosphoric, acetic, oxalic, tartaric acids, etc., and those formed with cations such as those derived from sodium, potassium, ammonium, calcium, ferric hydroxides, isopropylamine, triethylamine, 2-ethylaminoethanol, histidine, procaine, to name a few.

Various delivery systems are known in the art and can be used to administer agent that inhibits the activity a candidate protein and/or the expression of a gene identified in Tables 1-5 of Tables 1-5, e.g., encapsulation in liposomes, microparticles, and microcapsules (see, e.g., Wu and Wu, J. Biol. Chem., 262:4429-4432 (1987)). The composition can be delivered in a vesicle, in particular a liposome (see, Langer, Science, 249:1527-1533 (1990); Treat et al., in Liposomes in the Therapy of Infectious Disease and Cancer, Lopez-Berestein and Fidler, eds. (Liss, New York 1989), pp. 353-365; Lopez-Berestein, ibid., pp. 317-327; see, generally, ibid.).

Pharmaceutical compositions can be administered by any known route. By way of example, the composition can be administered by a mucosal, pulmonary, topical, or other localized or systemic route (e.g., enteral and parenteral). The phrases “parenteral administration” and “administered parenterally” as used herein means modes of administration other than enteral and topical administration, usually by injection, and includes, without limitation, intravenous, intramuscular, intraarterial, intrathecal, intraventricular, intracapsular, intraorbital, intracardiac, intradermal, intraperitoneal, transtracheal, subcutaneous, subcuticular, intraarticular, sub capsular, subarachnoid, intraspinal, intracerebro spinal, and intrasternal injection, infusion and other injection or infusion techniques, without limitation. The phrases “systemic administration,” “administered systemically”, “peripheral administration” and “administered peripherally” as used herein mean the administration of the agents as disclosed herein such that it enters the animal's system and, thus, is subject to metabolism and other like processes, for example, subcutaneous administration.

Administration can be systemic or local. In addition, it can be desirable to introduce the pharmaceutical compositions of the invention into the central nervous system by any suitable route, including intraventricular and intrathecal injection; intraventricular injection can be facilitated by an intraventricular catheter, for example, attached to a reservoir, such as an Omcana reservoir Pulmonary administration can also be employed, e.g., by use of an inhaler or nebulizer, and formulation with an aerosolizing agent.

In one embodiment, the pharmaceutical formulation to be used for therapeutic administration must be sterile. Sterility is readily accomplished by filtration through sterile filtration membranes (e.g., 0.2 micron membranes). The pH of the pharmaceutical formulation typically should be about from 6 to 8.

In one embodiment, the composition can be delivered in a controlled release system. In one embodiment, a pump can be used (see Langer, supra; Sefton, CRC Crit. Ref Biomed. Eng., 14:201 (1987); Buchwald et al., Surgery, 88:507 (1980); Saudek et al., N. Engl. J. Med., 321:574 (1989)). In another embodiment, polymeric materials can be used (see, Medical Applications of Controlled Release, Langer and Wise, eds. (CRC Press, Boca Raton, Fla. 1974); Controlled Drug Bioavailability, Drug Product Design and Performance, Smolen and Ball, eds. (Wiley, New York 1984); Ranger and Peppas, Macromol. Sci. Rev. Macromol. Chem., 23:61 (1983); see also Levy et al., Science, 228:190 (1985); During et al., Ann. Neurol., 25:35 1 (1989); Howard et al., J. Neurosurg., 7 1:105 (1989)). Other controlled release systems are discussed in the review by Langer (Science, 249:1527-1533 (1990)). For examples of sustained release compositions, see U.S. Pat. No. 3,773,919, EP 58,481A, U.S. Pat. No. 3,887,699, EP 158,277A, Canadian Patent No. 1176565, U. Sidman et al., Biopolymers 22:547 (1983) and R. Langer et al., Chem. Tech. 12:98 (1982).

The precise dose to be employed in the formulation will also depend on the route of administration, and the severity of hyperactivity or inappropriate immune response, and should be decided according to the judgment of the practitioner and each patient's circumstances. Effective doses can be extrapolated from dose-response curves derived from in vitro or animal model test systems.

The dosage administered to a patient is typically 0.1 mg/kg to 100 mg/kg of the patient's body weight. Preferably, the dosage administered to a patient is between 0.1 mg/kg and 20 mg/kg of the patient's body weight, more preferably 1 mg/kg to 10 mg/kg of the patient's body weight. For gene therapy, viral vector should be in the range of 1×10⁶ to 10¹⁴ viral vector particles per application per patient.

In addition, in vitro or in vivo assays can optionally be employed to help identify optimal dosage ranges. The precise dose to be employed will also depend on the route of administration, and the seriousness of the condition being treated and should be decided according to the judgment of the practitioner and each subject's circumstances in view of, e.g., published clinical studies. Suitable effective dosage amounts, however, range from about 10 micrograms to about 5 grams about every 4 hour, although they are typically about 500 mg or less per every 4 hours. In one embodiment the effective dosage is about 0.01 mg, 0.5 mg, about 1 mg, about 50 mg, about 100 mg, about 200 mg, about 300 mg, about 400 mg, about 500 mg, about 600 mg, about 700 mg, about 800 mg, about 900 mg, about 1 g, about 1.2 g, about 1.4 g, about 1.6 g, about 1.8 g, about 2.0 g, about 2.2 g, about 2.4 g, about 2.6 g, about 2.8 g, about 3.0 g, about 3.2 g, about 3.4 g, about 3.6 g, about 3.8 g, about 4.0 g, about 4.2 g, about 4.4 g, about 4.6 g, about 4.8 g, or about 5.0 g, every 4 hours. Equivalent dosages may be administered over various time periods including, but not limited to, about every 2 hours, about every 6 hours, about every 8 hours, about every 12 hours, about every 24 hours, about every 36 hours, about every 48 hours, about every 72 hours, about every week, about every two weeks, about every three weeks, about every month, and about every two months. The effective dosage amounts described herein refer to total amounts administered. The compositions comprising agent that inhibits the activity of a protein encoded by a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5, including expression vectors and/or viral vectors are suitably administered to the patient at one time or over a series of treatments. For purposes herein, a “therapeutically effective amount” of a composition comprising an agent that inhibits the activity of a protein encoded by a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5 is an amount that is effective to reduce the amount of NFAT nuclear translocation, Ca⁺ influx and/or cytokine production by at least 20%, or reduce the symptom associated hyperactive or inappropriate immune response by at least 10%.

In an embodiment, the composition comprising an agent that inhibits the activity of a protein encoded by a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5 is administered in combination with immunosuppressive therapies including, but not limited to, azathioprine, infliximab, omalizumab, daclizumab, adalimumab, eculizumab, efalizumab, natalizumab, and omalizumab. In another embodiment, the composition comprising agent that inhibits the activity of a protein encoded by a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5 is administered in combination with immunosuppressive therapies and cyclophosphamide, chlorambucil, and/or rituximab.

Gene Therapy

In one embodiment, the agent that inhibits the activity of a protein encoded by a gene identified in Tables 1-5 and/or the expression of a gene identified in Tables 1-5 is administered to an individual by any one of several gene therapy techniques known to those of skill in the art. In general, gene therapy can be accomplished by either direct transformation of target cells within the mammalian subject (in vivo gene therapy) or transformation of cells in vitro and subsequent implantation of the transformed cells into the mammalian subject (ex vivo gene therapy). A viral vector carries an RNAi agent such as a shRNA or anti-sense oligonucleotide for a gene identified in Tables 1-5 under a tissue specific regulatory element is administered to an individual. The tissue specific regulatory element allows the expression of the RNAi agent in the target cells, for example, the lymph nodes.

The principles of gene therapy are disclosed by Oldham, R. K. (In: Principles of Biotherapy, Raven Press, N.Y., 1987), and similar texts. Disclosures of the methods and uses for gene therapy are provided by Boggs, S. S. (Int. J. Cell Clon. 8:80-96 (1990)); Karson, E. M. (Biol. Reprod. 42:39-49 (1990)); Ledley, F. D., In: Biotechnology, A Comprehensive Treatise, volume 7B, Gene Technology, VCH Publishers, Inc. NY, pp 399-458 (1989)), all of which references are incorporated herein by reference.

The nucleic acid encoding an RNAi agent such as shRNA can be introduced into the somatic cells of an animal (particularly mammals including humans) in gene therapy. Most preferably, viral or retroviral vectors are employed for as the transfer vehicle this purpose. The gene therapy virus can be in the form of an adenovirus, adeno-associated virus or lentivirus.

Retroviral vectors are a common mode of delivery and in this context are retroviruses from which all viral genes have been removed or altered so that no viral proteins are made in cells infected with the vector. Viral replication functions are provided by the use of retrovirus “packaging” cells that produce all of the viral proteins but that do not produce infectious virus.

Introduction of the retroviral vector DNA into packaging cells results in production of virions that carry vector RNA and can infect target cells, but such that no further virus spread occurs after infection. To distinguish this process from a natural virus infection where the virus continues to replicate and spread, the term transduction rather than infection is often used.

In one embodiment, the method of treating MN described herein provides a recombinant lentivirus for the delivery and expression of an RNAi agent in either dividing or non-dividing mammalian cells. The HIV-1 based lentivirus can effectively transduce a broader host range than the Moloney Leukemia Virus (MoMLV)-base retroviral systems. Preparation of the recombinant lentivirus can be achieved using the pLenti4/V5-DEST™, pLenti6/V5-DEST™ or pLenti vectors together with ViraPower™ Lentiviral Expression systems from Invitrogen.

Examples of use of lentiviral vectors for gene therapy for inherited disorders and various types of cancer, and these references are hereby incorporated by reference (Klein, C. and Baum, C. (2004). Hematol. J., 5, 103-111; Zufferey, R et al. (1997). Nat. Biotechnol., 15, 871-875; Morizono, K. et al. (2005). Nat. Med., 11, 346-352; Di Domenico, C. et. al. (2005), Hum. Gene Ther., 16, 81-90; Kim, E. Y., et al., (2004). Biochem. Biophys. Res. Comm., 318, 381-390).

Non-retroviral vectors also have been used in genetic therapy. One such alternative is the adenovirus (Rosenfeld, M. A., et al., Cell 68:143155 (1992); Jaffe, H. A. et al., Nature Genetics 1:372-378 (1992); Lemarchand, P. et al., Proc. Natl. Acad. Sci. USA 89:6482-6486 (1992)). Major advantages of adenovirus vectors are their potential to carry large segments of DNA (36 Kb genome), a very high titre (10¹¹/ml), ability to infect non-replicating cells, and suitability for infecting tissues in situ, especially in the lung. The most striking use of this vector so far is to deliver a human cystic fibrosis transmembrane conductance regulator (CFTR) gene by intratracheal instillation to airway epithelium in cotton rats (Rosenfeld, M. A., et al., Cell 63:143-155 (1992)). Similarly, herpes viruses may also prove valuable for human gene therapy (Wolfe, J. H. et al., Nature Genetics 1:379-384 (1992)). Of course, any other suitable viral vector may be used for genetic therapy with the present invention.

U.S. Pat. No. 6,531,456 provides methods for the successful transfer of a gene into a solid tumor cell using recombinant AAV virions. Generally, the method described in U.S. Pat. No. 6,531,456 allows for the direct, in vivo injection of recombinant AAV virions into tumor cell masses, e.g., by intra-tumoral injection. The invention also provides for the simultaneous delivery of a second gene using the recombinant AAV virions, wherein the second gene is capable of providing an ancillary therapeutic effect when expressed within the transduced cell. U.S. Pat. No. 6,531,456 is hereby incorporated by reference in its entirety.

The viron used for gene therapy can be any viron known in the art including but not limited to those derived from adenovirus, adeno-associated virus (AAV), retrovirus, and lentivirus. Recombinant viruses provide a versatile system for gene expression studies and therapeutic applications.

The recombinant AAV virions described above, including the DNA of interest, can be produced using standard methodology, known to those of skill in the art. The methods generally involve the steps of (1) introducing an AAV vector into a host cell; (2) introducing an AAV helper construct into the host cell, where the helper construct includes AAV coding regions capable of being expressed in the host cell to complement AAV helper functions missing from the AAV vector; (3) introducing one or more helper viruses and/or accessory function vectors into the host cell, wherein the helper virus and/or accessory function vectors provide accessory functions capable of supporting efficient recombinant AAV (“rAAV”) virion production in the host cell; and (4) culturing the host cell to produce rAAV virions. The AAV vector, AAV helper construct and the helper virus or accessory function vector(s) can be introduced into the host cell either simultaneously or serially, using standard transfection techniques. Using rAAV vectors, genes can be delivered into a wide range of host cells including many different human and non-human cell lines or tissues. Because AAV is non-pathogenic and does not illicit an immune response, a multitude of pre-clinical studies have reported excellent safety profiles. rAAVs are capable of transducing a broad range of cell types and transduction is not dependent on active host cell division. High titers, >10⁸ viral particle/ml, are easily obtained in the supernatant and 10¹¹-10¹² viral particle/ml with further concentration. The transgene is integrated into the host genome so expression is long term and stable.

A simplified system for generating recombinant adenoviruses is presented by He TC., et al. Proc. Natl. Acad. Sci. USA 95:2509-2514, 1998. The gene of interest is first cloned into a shuttle vector, e.g. pAdTrack-CMV. The resultant plasmid is linearized by digesting with restriction endonuclease Pme I, and subsequently cotransformed into E. coli. BJ5183 cells with an adenoviral backbone plasmid, e.g. pAdEasy-1 of Stratagene's AdEasy™ Adenoviral Vector System. Recombinant adenovirus vectors are selected for kanamycin resistance, and recombination confirmed by restriction endonuclease analyses. Finally, the linearized recombinant plasmid is transfected into adenovirus packaging cell lines, for example HEK 293 cells (E1-transformed human embryonic kidney cells) or 911 (E1-transformed human embryonic retinal cells) (Human Gene Therapy 7:215-222, 1996). Recombinant adenoviruses are generated within the HEK 293 cells.

The use of alternative AAV serotypes other than AAV-2 (Davidson et al (2000), Proc. Natl. Acad. Sci. USA 97(7)3428-32; Passini et al (2003), J. Virol. 77(12):7034-40) has demonstrated different cell tropisms and increased transduction capabilities. With respect to brain cancers, the development of novel injection techniques into the brain, specifically convection enhanced delivery (CED; Bobo et al (1994), Proc. Natl. Acad. Sci. USA 91(6):2076-80; Nguyen et al (2001), Neuroreport 12(9):1961-4), has significantly enhanced the ability to transduce large areas of the brain with an AAV vector.

Large scale preparation of AAV vectors is made by a three-plasmid cotransfection of a packaging cell line: AAV vector carrying a DNA coding sequence for an antisense oligonucleotide to hnRNPLL or an siRNA hnRNPLL nucleic acid molecule, AAV RC vector containing AAV rep and cap genes, and adenovirus helper plasmid pDF6, into 50×150 mm plates of subconfluent 293 cells. Cells are harvested three days after transfection, and viruses are released by three freeze-thaw cycles or by sonication.

AAV vectors are then purified by two different methods depending on the serotype of the vector. AAV2 vector is purified by the single-step gravity-flow column purification method based on its affinity for heparin (Auricchio, A., et. al., 2001, Human Gene therapy 12:71-6; Summerford, C. and R. Samulski, 1998, J. Virol. 72:1438-45; Summerford, C. and R. Samulski, 1999, Nat. Med. 5: 587-88). AAV2/1 and AAV2/5 vectors are currently purified by three sequential CsCl gradients.

Pharmaceutical compositions used in the methods described herein can be delivered systemically via in vivo gene therapy. A variety of methods have been developed to accomplish in vivo transformation including mechanical means (e.g, direct injection of nucleic acid into target cells or particle bombardment), recombinant viruses, liposomes, and receptor-mediated endocytosis (RME) (for reviews, see Chang et al. 1994 Gastroenterol. 106:1076-84; Morsy et al. 1993 JAMA 270:2338-45; and Ledley 1992 J. Pediatr. Gastroenterol. Nutr. 14:328-37).

Another gene transfer method for use in humans is the transfer of plasmid DNA in liposomes directly to human cells in situ (Nabel, E. G., et al., Science 249:1285-1288 (1990)). Plasmid DNA should be easy to certify for use in human gene therapy because, unlike retroviral vectors, it can be purified to homogeneity. In addition to liposome-mediated DNA transfer, several other physical DNA transfer methods, such as those targeting the DNA to receptors on cells by conjugating the plasmid DNA to proteins, have shown promise in human gene therapy (Wu, G. Y., et al., J. Biol. Chem. 266:14338-14342 (1991); Curiel, D. T., et al., Proc. Natl. Acad. Sci. USA, 88:8850-8854 (1991)).

For gene therapy viruses, the dosage ranges from 10⁶ to 10¹⁴ particles per application. Alternatively the biolistic gene gun method of delivery may be used. The gene gun is a device for injecting cells with genetic information, originally designed for plant transformation. The payload is an elemental particle of a heavy metal coated with plasmid DNA. This technique is often simply referred to as biolistics. Another instrument that uses biolistics technology is the PDS-1000/He particle delivery system. The proteins, expression vector, and/or gene therapy virus can be coated on minute gold particles, and these coated particles are “shot” into biological tissues such as hemangiomas and melanoma under high pressure. An example of the gene gun-based method is described for DNA based vaccination of cattle by Loehr B. I. et al. J. Virol. 2000, 74:6077-86.

Materials and methods for the construction of the expression vectors NFAT-GFP and Stim1-RFP, and the transfection of expression vectors into Hela cells are well known to one skilled in the art and are also described in Okamura, et. al., Mol. Cell, 2000, 6:539-50; Aramburu, et. al., Science, 1999, 285:2129-33; Gwack Y, et. al., Nature, 2006, 441:646-50, Oh-hora et al, Nature immunology 2008, 9:432-43; US Patent Application Nos. US2007/0031814 and PCT/US2007/000280. These references are hereby incorporated by reference in their entirety.

More specifically, the expression vector Stim1-RFP was constructed by the following method. Full length murine Stim1 cDNA (Oh-hora et al, Nature immunology 2008, 9:432-43) was PCR-amplified and cloned into pDSRed-Monomer-N1 (Clontech) using the Xho1 and BamH1 sites.

The expression vector Orai-FLAG was constructed by the following method and by any molecular methods known to one skilled in the art. Full length human Orai1 cDNA (Feske et al, Nature 2006, 441:179-85) was PCR-amplified and cloned into pFLAG-CMV2 (Sigma) using the Not1 and Xho1 sites.

Hela cell line expressing NFAT1, Stim1, and Orai1: HeLa 13.10. A monoclonal population of HeLa NFAT1 (1-460)-GFP cells stably expressing the amino terminal signal responsive domain of NFAT1 fused to GFP (Gwack et al, Nature 2006, 441:646-50) were engineered to stably express full length Stim1-RFP and transiently transfected with full length Orai1-FLAG 1; efficiency of Orai1-FLAG expression was quantitated by anti-FLAG immunocytochemistry at 48 h post transfection (75%+6.7) and 96 h post transfection (42%+8). Cells were maintained at 37° C./10% CO₂ in DMEM 10% bovine calf serum (BCS), penicillin/streptomycin, HEPES and β-mercaptoethanol/L-glutamine and 100 μg/mL Hygromycin B. Hygromycin B was removed 16 h before Orai1-FLAG transfection. All experiments were performed with cells kept at a passage number under 6.

HeLa 13.10 cells stably expressing NFAT1-GFP and Stim1-RFP and transiently expressing Orai1-FLAG were reverse transfected with 20 nM siRNA using Hiperfect Transfection Reagent (Qiagen) by robotic transfer of cells to 384-well plates (5000-6000 cells/well) pre-arrayed with siRNA corresponding to the annotated human genome (Dharmacon). 72 h post transfection with siRNA, cells were stimulated with thapsigargin (250 nM for 90 minutes at room temperature) to induce NFAT1-GFP nuclear translocation; cells were fixed with 3% paraformaldehyde, permeablized with 0.2% Triton-X 100, stained with the DNA intercalating dye DAPI and assessed for NFAT1-GFP nuclear translocation by fluorescent microscopy. Images were acquired using the ImageXpress Micro automated imaging system (Molecular Devices) using a 10× objective and analyzed using the Translocation Application module of MetaXpress software version 6.1 (Molecular Devices). Cytoplasmic to nuclear translocation was assessed by calculating a correlation of intensity between NFAT1-GFP fluorescence and DAPI staining: cells were scored as positive for nuclear NFAT1 when >60% of NFAT1-GFP fluorescence coincided with DAPI fluorescence. Each data point represents an average of at least 1200 individual cells per well and averaged for duplicate wells.

The references cited herein and throughout the specification are incorporated herein by reference in their entirety.

TABLE 1 Stock_ID Row Type Z score_A Z score_B Screen+ Gene Symbol Entrez Gene ID Accession # Catalog # PL-50049 L11 X −3.09 −1.83 W AB026190 27252 NM_014458 M-004893-00 PL-50049 J12 X −3.90 −2.18 W ABLIM2 84448 NM_032432 M-014892-00 PL-50047 A21 X −3.03 −1.80 W ACLY 47 NM_001096 M-004915-00 PL-50049 F16 X −2.11 −1.83 W ACY1L2 135293 XM_072402 M-024889-00 PL-50049 F02 X −3.49 −2.11 W ADCY4 196883 NM_139247 M-006800-00 PL-50001 G15 X −3.55 −2.27 W ADK 132 NM_001123 M-004733-02 PL-50004 C05 X −2.16 −2.22 W ADRA2B 151 NM_000682 M-005423-01 PL-50001 I23 X −3.16 −2.17 W AKAP11 11215 NM_016248 M-009277-01 PL-50049 D14 X −1.58 −2.77 W AKR1CL1 340811 XM_291723 M-029709-00 PL-50049 F08 X −2.82 −1.74 W ALS2CR13 150864 NM_173511 M-018538-00 PL-50016 D02 X −2.44 −2.24 W AMH 268.00 NM_000479 M-010991-00 PL-50079 J04 X −2.46 −2.33 W AMIGO2 347902 NM_181847 M-018701-00 PL-50058 J08 X −2.91 −1.32 W ANKFY1 51479 NM_016376 M-013161-00 PL-50001 M17 X −1.97 −3.09 W ANKK1 255239 NM_178510 M-004930-01 PL-50062 A20 X −2.10 −1.94 W ANKMY2 57037 NM_020319 M-013766-00 PL-50072 O18 X −2.66 −2.06 W AP1S3 130340 NM_178814 M-018537-00 PL-50051 D07 X −0.16 −2.82 W AP3B2 8120 NM_004644 M-021444-00 PL-50060 G04 X −1.92 −2.66 W APG16L 55054 NM_017974 M-021033-00 PL-50020 J11 X −2.32 −3.58 W APOBEC1 339 NM_001644 M-011573-00 PL-50047 K17 X −2.04 −2.52 W APXL 357 NM_001649 M-011577-00 PL-50052 N16 X −2.02 −2.39 W AQR 9716 NM_014691 M-022214-00 PL-50061 P09 X −2.09 −2.98 W ARHGAP15 55843 NM_018460 M-018019-00 PL-50060 D05 X −1.31 −4.57 W ARHGAP17 55114 NM_018054 M-008335-00 PL-50008 M17 X −1.83 −2.56 W ARHGDIA 396 NM_004309 M-016253-00 PL-50060 P12 X −1.85 −2.81 W ARL10C 55207 NM_018184 M-020294-00 PL-50067 A12 X −2.08 −2.58 W ARMC2 84071 NM_032131 M-018191-00 PL-50054 E09 X −1.82 −2.26 W ARPP-21 10777 NM_016300 M-016091-00 PL-50059 A19 X −2.87 −2.80 W ARS2 51593 NM_015908 M-019234-00 PL-50072 J21 X −2.98 −2.50 W ASB10 136371 NM_080871 M-007725-00 PL-50051 L06 X −2.17 −1.94 W ASMTL 8623 NM_004192 M-012663-00 PL-50089 G02 X −3.39 −1.60 W ASTL 431705 NM_001002036 M-032349-00 PL-50062 L11 X −1.59 −2.02 W ATP10D 57205 NM_020453 M-018004-00 PL-50047 O19 X −3.42 −1.02 W ATP2B4 493 NM_001684 M-006118-00 PL-50057 M21 X −0.60 −3.79 W ATP5S 27109 NM_015684 M-020544-00 PL-50064 G11 X −2.18 −4.15 W AZ2 64343 NM_022461 M-014092-00 PL-50062 E06 X −1.54 −3.01 W BBX 56987 NM_020235 M-015289-00 PL-50070 I20 X −2.83 −2.20 W BC002942 91289 NM_033200 M-015085-00 PL-50057 K14 X −2.54 −2.67 W BC-2 27243 NM_014453 M-020247-00 PL-50062 G05 X −2.27 −1.90 W BEXL1 56271 XM_043653 M-024780-00 PL-50047 K18 X −1.40 −3.63 W BFSP1 631 NM_001195 M-011218-00 PL-50017 A09 X −2.42 −2.70 W BMP15 9210 NM_005448 M-012018-01 PL-50075 G08 X −2.90 −2.75 W BMPER 168667 NM_133468 M-021489-00 PL-50008 A06 X −2.04 −2.46 W BRD8 10902 NM_006696 M-006377-00 PL-50063 P09 X −3.57 −2.70 W BRUNOL6 60677 NM_052840 M-015854-00 PL-50020 F10 X −2.48 −1.85 W BSCL2 26580 NM_032667 M-016749-00 PL-50053 H23 X −2.62 −2.25 W BTN3A3 10384 NM_006994 M-021359-00 PL-50061 A19 X −3.13 −2.11 W C10ORF59 55328 NM_018363 M-021211-00 PL-50070 J06 X −2.62 −2.52 W C10ORF94 93426 NM_130784 M-015298-00 PL-50062 K11 X −2.68 −2.65 W C11ORF17 56672 NM_020642 M-015631-00 PL-50063 H04 X −1.74 −2.73 W C13ORF10 64062 NM_022118 M-019088-00 PL-50069 D21 X −1.91 −2.80 W C14ORF126 112487 NM_080664 M-021299-00 PL-50075 F13 X −2.34 −3.25 W C14ORF147 171546 NM_138288 M-017156-00 PL-50070 A10 X −2.77 −2.54 W C14ORF43 91748 NM_194278 M-031938-00 PL-50070 B11 X −2.37 −2.86 W C14ORF73 91828 XM_040910 M-022006-00 PL-50071 G02 X −2.58 −2.56 W C14ORF8 122664 NM_173846 M-017754-00 PL-50053 G11 X −3.12 −2.14 W C14ORF92 9878 XM_375045 M-021236-00 PL-50064 P15 X −2.47 −2.41 W C16ORF23 79006 NM_024042 M-014274-00 PL-50004 G11 X −2.61 −2.46 W C17ORF35 8834 NM_003876 M-005440-01 PL-50080 M11 X −2.47 −1.66 W C18ORF34 374864 NM_198995 M-032008-00 PL-50060 K20 X −2.53 −1.97 W C19ORF24 55009 NM_017914 M-020936-00 PL-50020 B06 X −2.95 −3.27 W C21ORF107 54014 NM_018963 M-010963-00 PL-50059 K06 X −2.50 −1.66 W C21ORF45 54069 NM_018944 M-020789-00 PL-50053 K20 X −1.98 −2.27 W C21ORF6 10069 NM_016940 M-013856-00 PL-50069 P16 X −2.84 −2.91 W C21ORF84 114038 NM_153752 M-016161-00 PL-50051 L20 X −1.99 −2.78 W C4ORF8 8603 NM_003704 M-019541-00 PL-50075 K06 X −2.03 −2.45 W C5ORF11 167410 NM_153234 M-018373-00 PL-50061 G11 X −2.72 −3.09 W C6ORF110 55362 XM_371822 M-025105-00 PL-50069 D23 X −2.08 −2.05 W C6ORF51 112495 NM_138408 M-015508-00 PL-50072 F23 X −2.27 −2.07 W C6ORF57 135154 NM_145267 M-015985-00 PL-50065 B06 X −2.19 −2.05 W C6ORF59 79992 NM_024929 PL-50062 O17 X −1.95 −2.24 W C8ORF4 56892 NM_020130 M-015557-00 PL-50072 L10 X −2.48 −2.75 W C9ORF115 138428 XM_059972 M-026208-00 PL-50078 D16 X −2.29 −1.86 W C9ORF150 286343 NM_203403 M-031930-00 PL-50074 N18 X −2.11 −3.35 W C9ORF84 158401 NM_173521 M-018530-00 PL-50066 B20 X −2.77 −1.61 W CABLES2 81928 NM_031215 M-032282-00 PL-50020 A21 X −4.27 −1.56 W CACNA1A 773 NM_000068 M-006121-01 PL-50057 M05 X −2.50 −1.67 W CACNG4 27092 NM_014405 M-012519-00 PL-50051 L10 X −2.82 −1.93 W CADPS 8618 NM_003716 M-019218-00 PL-50006 M11 X −2.76 −2.97 W CARD12 58484 NM_021209 M-004396-00 PL-50021 J17 X −2.30 −3.97 W CAV3 859 NM_001234 M-011229-00 PL-50073 H05 X −2.78 −2.55 W CBLN2 147381 NM_182511 PL-50006 O05 X −3.04 −1.72 W CBX6 23466 NM_014292 M-009555-00 PL-50004 K15 X −2.33 −3.05 W CCR6 1235 NM_004367 M-005453-00 PL-50006 O19 X −2.27 −2.03 W CD151 977 NM_004357 M-003637-02 PL-50047 A18 X −2.22 −2.55 W CD1E 913 NM_030893 M-014647-00 PL-50017 I09 X −2.00 −2.04 W CD3G 917 NM_000073 M-011005-00 PL-50017 I15 X −1.87 −3.86 W CD5 921 NM_014207 M-007848-01 PL-50014 B06 X −3.64 −2.09 W CD74 972.00 NM_004355 M-012667-00 PL-50073 B10 X −2.54 −1.73 W CDC42EP5 148170 NM_145057 PL-50006 K08 X −2.95 −2.84 W CDH9 1007 NM_016279 M-013169-00 PL-50071 E05 X −2.66 −3.17 W CENTG1 116986 NM_014770 M-021010-00 PL-50047 B13 X −3.12 −1.98 W CFL2 1073 NM_021914 M-019078-00 PL-50067 N08 X −2.59 −2.83 W CHCHD5 84269 NM_032309 M-014849-00 PL-50015 G18 X −2.23 −2.61 W CHD4 1108.00 NM_001273 M-009774-00 PL-50053 L12 X −2.50 −2.99 W CHERP 10523 NM_006387 M-016176-00 PL-50015 G16 X −2.93 −2.08 W CHFR 55743.00 NM_018223 M-007018-01 PL-50004 M21 X −2.16 −1.86 W CHRM3 1131 NM_000740 M-005464-01 PL-50018 I11 X −2.72 −2.11 W CHRNA4 1137 NM_000744 M-006138-01 PL-50008 D23 X −2.49 −2.10 W CKN1 1161 NM_000082 M-011008-00 PL-50047 F05 X −0.87 −3.50 W CLCN4 1183 NM_001830 M-006152-00 PL-50057 M11 X −0.66 −4.26 W CLUL1 27098 NM_014410 M-017042-00 PL-50054 P09 X −2.07 −2.02 W CMRF-35H 11314 NM_007261 M-012778-00 PL-50012 P10 X −2.55 −2.13 W COMT 1312 NM_000754 M-009520-00 PL-50047 L05 X −2.66 −1.83 W COX8A 1351 NM_004074 M-011819-00 PL-50058 C06 X −1.80 −2.20 W CRBN 51185 NM_016302 M-021086-00 PL-50004 O11 X −3.31 −1.98 W CRHR2 1395 NM_001883 M-005470-01 PL-50018 I12 X −2.54 −2.67 W CRSP2 9282 NM_004229 M-011928-00 PL-50021 K20 X −2.15 −2.49 W CRSP3 9439 NM_004830 M-013220-00 PL-50018 I10 X −2.43 −2.89 W CRSP6 9440 NM_004268 M-006312-01 PL-50018 B18 X −6.60 −1.80 W CRYBA2 1412 NM_005209 M-012024-00 PL-50021 K12 X −2.72 −1.44 W CRYBB1 1414 NM_001887 M-011629-00 PL-50018 B16 X −2.65 −2.48 W CRYBB3 1417 NM_004076 M-006480-01 PL-50018 B12 X −2.55 −3.76 W CRYGC 1420 NM_020989 M-013142-00 PL-50010 J07 X −2.43 −2.25 W CSAD 51380 NM_015989 M-008314-00 PL-50021 I10 X 2.08 2.02 W CST7 8530 NM_003650 M-017236-00 PL-50051 H11 X −2.42 −2.76 W CXORF12 8269 NM_003492 M-011428-00 PL-50047 P10 X −3.46 −2.51 W CYLC1 1538 XM_088636 M-024769-00 PL-50012 N08 X −3.15 −2.69 W CYP1A1 1543 NM_000499 M-004790-01 PL-50047 N12 X −2.58 −3.29 W CYP3A5 1577 NM_000777 M-009684-00 PL-50014 G17 X −2.77 −2.17 W D2S448 7837.00 XM_056455 M-022772-00 PL-50021 E20 X −2.67 −1.85 W DAAM1 23002 NM_014992 M-012925-00 PL-50017 O15 X −2.15 −2.16 W DBI 1622 NM_020548 M-006488-00 PL-50063 B23 X −2.01 −1.97 W DC2 58505 NM_021227 M-027193-00 PL-50053 G13 X −3.37 −2.98 W DDX46 9879 NM_014829 M-021234-00 PL-50047 H12 X −3.31 −1.94 W DHPS 1725 NM_001930 M-006670-00 PL-50070 K14 X −2.81 −2.09 W DKFZP434B1231 91156 NM_178275 M-018250-00 PL-50067 M17 X −2.22 −2.32 W DKFZP434I2117 83723 NM_031478 M-003996-00 PL-50078 A08 X −3.07 −2.03 W DKFZP686P0288 285190 NM_182588 M-018854-00 PL-50067 P23 X −2.28 −3.62 W DKFZP761B1514 84248 NM_032288 M-018604-00 PL-50047 H04 X −0.84 −3.07 W DLAT 1737 NM_001931 M-008490-00 PL-50012 J02 X −2.78 −1.78 W DNM1L 10059 NM_005690 M-012092-01 PL-50015 D06 X −2.37 −2.28 W DUSP16 80824.00 NM_030640 M-007890-00 PL-50015 D04 X −3.96 −2.15 W DUSP18 150290.00 NM_152511 M-007891-00 PL-50008 J19 X −2.31 −2.93 W DUX1 26584 NM_012146 M-019955-00 PL-50057 C13 X −3.26 −2.30 W DUX5 26581 NM_012149 M-019904-00 PL-50014 G08 X −2.02 −2.27 W DVL3 1857.00 NM_004423 M-004070-00 PL-50062 K04 X −1.79 −2.87 W E(Y)2 56943 NM_020189 M-018808-00 PL-50058 J09 X −2.00 −2.33 W E2IG2 51287 NM_016565 M-021148-00 PL-50068 O21 X −2.47 −3.28 W EBPL 84650 NM_032565 M-014920-00 PL-50063 O20 X −2.25 −1.71 W EPB41L5 57669 NM_020909 M-010729-00 PL-50017 H14 X −2.63 −3.25 W EREG 2069 NM_001432 M-011268-00 PL-50001 P14 X −0.93 −3.04 W ERK8 225689 NM_139021 M-004807-01 PL-50021 F20 X −2.24 −3.12 W ESRRBL1 55081 NM_018010 M-015367-00 PL-50064 D10 X −3.04 −2.71 W ET 79157 NM_024311 M-014329-00 PL-50089 H08 X −2.63 −2.63 W EVI5 7813 NM_005665 M-032510-00 PL-50067 E18 X −2.76 −2.42 W FAM14A 83982 NM_032036 M-014773-00 PL-50052 F08 X −3.64 −2.59 W FAM38A 9780 NM_014745 M-020870-00 PL-50015 K07 X −2.52 −2.30 W FBXL20 84961.00 NM_032875 M-015029-00 PL-50015 G02 X −2.70 −3.21 W FBXL3P 26223.00 NM_012159 M-012423-00 PL-50015 E04 X −2.37 −1.84 W FBXO22 26263.00 NM_012170 M-010812-01 PL-50055 L14 X −3.13 −0.76 W FBXO46 23403 XM_371179 M-023753-00 PL-50021 B02 X −4.26 −2.10 W FCGR3A 2214 NM_000569 M-016308-00 PL-50017 D20 X −2.38 −3.61 W FGF14 2259 NM_004115 M-011860-00 PL-50017 B16 X −3.45 −2.97 W FGF7 2252 NM_002009 M-011659-00 PL-50072 H13 X −2.47 −3.34 W FKBP1C 135521 XM_059776 M-028635-00 PL-50060 C12 X −1.71 −2.56 W FLJ10159 55084 NM_018013 M-021094-00 PL-50060 D19 X −3.09 −1.32 W FLJ10352 55125 NM_018069 M-032250-00 PL-50059 J05 X −2.99 −1.80 W FLJ10613 54552 NM_019067 M-015743-00 PL-50001 N08 X −2.62 −2.33 W FLJ10842 55750 NM_018238 M-007256-00 PL-50060 B14 X −1.94 −2.52 W FLJ11126 55308 NM_018332 M-015868-00 PL-50061 A09 X −3.15 −1.98 W FLJ11193 55322 NM_018356 M-021223-00 PL-50064 F11 X −2.54 −2.12 W FLJ12517 65094 NM_023007 M-014238-00 PL-50059 C04 X −2.27 −2.61 W FLJ20152 54463 NM_019000 M-016936-00 PL-50059 P23 X −2.32 −4.10 W FLJ20485 54517 NM_019042 M-015341-00 PL-50060 M09 X −2.74 −2.48 W FLJ20509 54956 NM_017851 M-020837-01 PL-50060 M21 X −2.62 −1.68 W FLJ20519 54964 NM_017860 M-016312-00 PL-50066 G23 X −2.48 −2.37 W FLJ20972 80098 NM_025030 M-014556-00 PL-50066 O12 X −2.65 −3.61 W FLJ22688 80199 NM_025129 M-016342-00 PL-50065 P09 X −1.79 −2.78 W FLJ23554 79864 NM_024806 PL-50074 C18 X −2.54 −2.85 W FLJ25286 153443 NM_152546 M-015445-00 PL-50072 P23 X −2.72 −2.62 W FLJ32356 144717 NM_144671 M-015976-00 PL-50073 N18 X −1.95 −2.38 W FLJ32421 148362 NM_144695 PL-50073 L02 X −2.70 −2.68 W FLJ32569 148811 NM_152491 PL-50076 B12 X −2.68 −2.73 W FLJ32682 220081 NM_182542 M-018973-00 PL-50073 B05 X −2.02 −1.72 W FLJ32734 146849 NM_144681 PL-50074 C09 X −2.94 −2.73 W FLJ33814 150275 NM_173510 M-018556-00 PL-50078 A05 X −2.34 −2.88 W FLJ34690 284034 NM_182567 M-018978-00 PL-50075 A23 X −1.99 −2.64 W FLJ35757 162333 NM_152598 M-007150-00 PL-50075 K07 X −2.32 −2.31 W FLJ35838 163479 NM_173532 M-018510-00 PL-50074 F04 X −3.13 −1.97 W FLJ35843 160762 NM_152591 M-016858-00 PL-50071 D02 X −2.23 −3.04 W FLJ35961 127294 NM_152372 M-017014-00 PL-50078 C15 X −1.88 −3.07 W FLJ36878 284114 NM_178518 M-018245-00 PL-50078 C14 X −1.82 −4.10 W FLJ38379 285097 NM_178530 M-017660-00 PL-50072 A13 X −2.47 −1.83 W FLJ38984 127703 NM_152374 M-016893-00 PL-50071 H12 X −2.59 −2.77 W FLJ39117 126638 XM_371312 M-027449-00 PL-50072 A04 X −2.25 −2.87 W FLJ39155 133584 NM_152403 M-019235-00 PL-50072 C21 X −2.26 −2.24 W FLJ40160 128209 NM_173484 M-018431-00 PL-50081 A23 X −2.01 −1.94 W FLJ42953 400892 NM_207474 M-032163-00 PL-50080 F18 X −3.91 −2.00 W FLJ42957 400077 NM_207436 M-032113-00 PL-50080 P17 X −1.88 −2.66 W FLJ43965 389206 NM_207406 M-032079-00 PL-50080 H12 X −2.85 −2.57 W FLJ45803 399948 NM_207429 M-032104-00 PL-50080 O14 X −2.09 −2.75 W FLJ46354 374977 NM_198547 M-027321-00 PL-50080 P11 X −1.43 −2.78 W FLJ46481 389197 NM_207405 M-032082-00 PL-50008 P08 X −2.71 −3.35 W FOXB1 27023 NM_012182 M-008906-00 PL-50008 L04 X −4.33 −1.87 W FOXP2 93986 NM_014491 M-010359-01 PL-50070 I11 X −2.12 −2.27 W FOXP4 116113 NM_138457 M-008255-00 PL-50048 G11 X −2.21 −2.52 W FSHPRH1 2491 NM_006733 M-005268-00 PL-50006 J23 X −2.04 −2.38 W FTH1 2495 NM_002032 M-019634-01 PL-50057 A13 X −2.11 −2.61 W FXC1 26515 NM_012192 M-018242-00 PL-50001 H18 X −3.04 −1.84 W FYN 2534 NM_002037 M-003140-03 PL-50018 M05 X −2.18 −1.95 W GABRB1 2560 NM_000812 M-006168-00 PL-50011 A05 X −2.25 −3.32 W GART 2618 NM_000819 M-008594-00 PL-50013 A23 X −2.25 −2.53 W GBP1 2633 NM_002053 M-005153-01 PL-50017 M08 X −3.40 −1.34 W GDNF 2668 NM_000514 M-011040-00 PL-50019 J09 X −3.26 −2.11 W GJB3 2707 NM_024009 M-019948-00 PL-50062 I16 X −1.91 −2.17 W GL004 56947 NM_020194 M-018261-00 PL-50001 F18 X −2.66 −1.52 W GMFG 9535 NM_004877 M-019878-01 PL-50004 A18 X −2.43 −2.90 W GNAQ 2776 NM_002072 M-008562-00 PL-50061 N08 X −2.11 −2.21 W GOLGA6 55889 NM_018652 M-013307-00 PL-50064 O08 X −3.58 −2.42 W GORASP1 64689 NM_031899 M-013510-00 PL-50048 O17 X −2.13 −2.49 W GOT1 2805 NM_002079 M-011673-00 PL-50057 K20 X −2.15 −1.58 W GPKOW 27238 NM_015698 M-015129-00 PL-50048 O16 X −2.42 −1.85 W GPM6B 2824 NM_005278 M-018825-00 PL-50004 D11 X −2.86 −2.53 W GPR101 83550 NM_054021 M-005526-01 PL-50015 N19 X −3.90 −2.32 W GPR114 221188.00 NM_153837 M-005535-01 PL-50004 P05 X −2.10 −1.83 W GPR50 9248 NM_004224 M-005578-00 PL-50004 P15 X −3.01 −2.29 W GPR56 9289 NM_005682 M-004552-00 PL-50004 P04 X −2.32 −2.27 W GPR73L1 128674 NM_144733 M-005594-01 PL-50016 I16 X −2.60 −1.70 W GRB7 2886.00 NM_005310 M-012701-00 PL-50048 O04 X −2.74 −1.34 W GRID1 2894 XM_043613 M-007917-00 PL-50016 I06 X −2.41 −2.33 W GRID2 2895.00 NM_001510 M-006188-00 PL-50004 J16 X −2.36 −1.70 W GRK7 131890 NM_139209 M-004628-00 PL-50052 F07 X −2.09 −1.79 W GTPBP1 9567 NM_004286 M-017321-00 PL-50006 P09 X −2.87 −2.40 W H2AFZ 3015 NM_002106 M-011683-01 PL-50052 F05 X −2.54 −2.09 W H6PD 9563 NM_004285 M-004692-00 PL-50022 G10 X −2.20 −2.29 W HBE1 3046 NM_005330 M-012069-00 PL-50053 J16 X −2.96 −1.83 W HBXIP 10542 NM_006402 M-012269-00 PL-50008 F14 X −2.40 −2.43 W HCFC1 3054 NM_005334 M-019953-00 PL-50020 G12 X −2.47 −2.33 W HD 3064 NM_002111 M-003737-00 PL-50013 C17 X −2.51 −2.37 W HDAC3 8841 NM_003883 M-003496-00 PL-50061 G13 X −2.86 −3.19 W HEMGN 55363 NM_018437 M-021355-00 PL-50073 B02 X −2.57 −1.95 W HERV-FRD 405754 NM_207582 PL-50048 K06 X −2.94 −3.13 W HIST1H1B 3009 NM_005322 M-012049-00 PL-50081 O18 X −3.97 −1.63 W HIST1H2AL 8332 NM_003511 M-011434-00 PL-50051 L09 X −4.54 −1.37 W HIST1H3B 8358 NM_003537 M-006475-00 PL-50051 L11 X −3.15 −2.10 W HIST1H4A 8359 NM_003538 M-011456-00 PL-50008 B12 X −2.39 −2.71 W HOXA7 3204 NM_006896 M-017573-00 PL-50048 A18 X −0.65 −2.78 W HOXB8 3218 NM_024016 M-017527-00 PL-50048 A14 X −1.59 −2.94 W HOXC8 3224 NM_022658 M-012995-00 PL-50060 O23 X −3.65 −1.92 W HRASLS2 54979 NM_017878 M-020862-00 PL-50056 O23 X −2.46 −2.58 W HS747E2A 25770 NM_015370 M-020284-00 PL-50062 P14 X −2.63 −2.55 W HSCARG 57407 NM_020677 M-020759-00 PL-50070 D04 X −1.86 −2.59 W HSPB9 94086 NM_033194 M-009005-00 PL-50004 F18 X −3.01 −2.53 W HTR1A 3350 NM_000524 M-005633-00 PL-50001 B04 X −5.47 −2.28 W HUNK 30811 NM_014586 M-004214-01 PL-50051 H06 X −0.80 −3.81 W HYAL2 8692 NM_003773 M-013689-00 PL-50048 D21 X −1.83 −2.41 W IDH3G 3421 NM_004135 M-009361-00 PL-50064 A05 X −2.30 −1.52 W IFRG15 64163 NM_022347 M-014044-00 PL-50070 L06 X −1.41 −2.46 W IGSF8 93185 NM_052868 M-015148-00 PL-50017 C20 X −2.89 −2.23 W IL10RB 3588 NM_000628 M-007926-01 PL-50017 C06 X −2.44 −2.31 W IL15RA 3601 NM_002189 M-007935-00 PL-50017 C02 X −2.24 −3.02 W IL17 3605 NM_002190 M-007937-00 PL-50069 F15 X −2.57 −1.76 W IL17F 112744 NM_052872 M-007942-00 PL-50017 B13 X −2.58 −1.46 W IL1F9 56300 NM_019618 M-007959-00 PL-50017 B23 X −1.30 −2.70 W IL1RL1 9173 NM_003856 M-007963-00 PL-50017 D11 X −3.96 −2.20 W IL22 50616 NM_020525 M-007972-00 PL-50004 D08 X −2.78 −1.96 W IL8RB 3579 NM_001557 M-005647-00 PL-50022 F07 X −2.43 −2.63 W INSIG1 3638 NM_005542 M-017880-01 PL-50006 H12 X −3.18 −2.23 W INSM1 3642 NM_002196 M-006535-00 PL-50061 O18 X −1.70 −2.66 W INTERSEX 55588 XM_290829 M-023854-00 PL-50009 G21 X −2.37 −3.10 W IRF7 3665 NM_001572 M-011810-01 PL-50065 A23 X −3.60 −1.48 W IRX1 79192 XM_380171 PL-50022 H13 X −2.41 −3.95 W ITSN2 50618 NM_006277 M-009841-00 PL-50057 B11 X −2.63 −3.04 W JM1 28952 NM_014008 M-020554-00 PL-50069 M05 X −2.57 −2.29 W JM11 90060 NM_033626 M-015130-00 PL-50068 P18 X −2.41 −2.32 W JUB 84962 NM_198086 M-021473-00 PL-50014 H15 X −2.07 −1.96 W KALRN 8997.00 NM_003947 M-010019-00 PL-50061 B06 X −2.43 −2.45 W KBTBD7 84078 NM_032138 M-015708-00 PL-50020 I17 X −0.96 −3.17 W KCNC4 3749 NM_004978 M-006223-01 PL-50016 A12 X −2.71 −2.63 W KCNH4 23415.00 NM_012285 M-006234-01 PL-50004 B20 X −2.62 −1.67 W KCNJ3 3760 NM_002239 M-006248-00 PL-50064 J17 X −2.90 −2.72 W KCTD14 65987 NM_023930 M-014252-00 PL-50002 E19 X −2.70 −2.08 W KDR 3791 NM_002253 M-003148-01 PL-50052 B04 X −2.94 −2.64 W KEAP1 9817 NM_012289 M-012453-00 PL-50013 E19 X −2.38 −2.39 W KIAA0217 23185 XM_040265 M-026388-00 PL-50052 B08 X −2.95 −1.93 W KIAA0542 9814 XM_038520 M-024567-00 PL-50055 A07 X −2.32 −2.25 W KIAA0980 22981 NM_025176 M-018162-00 PL-50055 N10 X −2.87 −1.91 W KIAA1068 23386 NM_015332 M-014018-00 PL-50062 L04 X −2.17 −1.97 W KIAA1189 57471 XM_371576 M-027986-00 PL-50062 L02 X −3.14 −2.74 W KIAA1194 57472 NM_015455 M-019101-00 PL-50002 G09 X −3.22 −2.00 W KIAA1361 57551 XM_290796 M-004846-01 PL-50063 O18 X −2.09 −2.19 W KIAA1549 57670 XM_371956 M-025462-00 PL-50063 O04 X −2.92 −1.90 W KIAA1573 57685 NM_020925 M-014178-00 PL-50075 D05 X −1.73 −2.14 W KIAA1987 170951 XM_375298 M-030681-00 PL-50015 P14 X −2.15 −3.76 W KIF11 3832.00 NM_004523 M-003317-01 PL-50048 J21 X −3.22 −2.12 W KIR2DL4 3805 NM_002255 M-018983-00 PL-50069 A02 X −2.13 −2.22 W KRTAP9-4 85280 NM_033191 M-013676-00 PL-50076 L06 X −2.86 −2.22 W LACE1 246269 NM_145315 M-008222-00 PL-50013 G09 X −3.29 −2.26 W LAP3 51056 NM_015907 M-005923-03 PL-50048 P09 X −3.03 −1.97 W LASP1 3927 NM_006148 M-010519-00 PL-50089 K04 X −1.63 −2.44 W LCN10 414332 NM_001001712 M-032327-00 PL-50064 A17 X −2.69 −1.83 W LEPRE1 64175 NM_022356 M-004271-00 PL-50060 P20 X −0.80 −3.39 W LGI2 55203 NM_018176 M-017097-00 PL-50002 I23 X −2.41 −2.59 W LIM 10611 NM_006457 M-006930-00 PL-50015 O09 X −2.25 −2.78 W LMO7 4008.00 NM_005358 M-019252-00 PL-50002 G21 X −1.85 −2.25 W LMTK3 114783 XM_055866 M-005338-01 PL-50076 N21 X −2.84 −1.85 W LNX2 222484 NM_153371 M-007164-00 PL-50069 P15 X −2.49 −2.56 W LOC113828 113828 NM_138435 M-015492-00 PL-50070 I05 X −2.29 −3.17 W LOC116068 116068 XM_371760 M-024521-00 PL-50071 O16 X −2.62 −2.28 W LOC120376 120376 XM_071712 M-026516-00 PL-50071 F07 X −1.59 −3.04 W LOC124402 124402 NM_145253 M-015987-00 PL-50071 N23 X −2.21 −2.15 W LOC125893 125893 XM_064856 M-023813-00 PL-50071 J04 X −2.12 −2.12 W LOC126520 126520 XM_059051 M-023896-00 PL-50072 B11 X −2.71 −2.54 W LOC134145 134145 NM_199133 M-024274-00 PL-50073 O11 X −2.34 −2.31 W LOC144097 144097 NM_138471 PL-50081 J11 X −1.54 −2.58 W LOC145414 0 XM_085138 M-021965-00 PL-50073 C20 X −1.77 −2.26 W LOC146443 146443 XM_378558 PL-50073 A14 X −2.89 −2.56 W LOC146713 146713 XM_378712 PL-50081 A20 X −2.17 −2.43 W LOC149643 0 XM_086616 M-021537-00 PL-50074 O11 X −2.57 −2.20 W LOC151484 151484 XM_379159 M-028022-00 PL-50082 F23 X −2.31 −1.98 W LOC152877 0 XM_094066 M-024144-00 PL-50074 E06 X −2.75 −2.53 W LOC153328 153328 NM_145282 M-007347-00 PL-50074 D11 X −2.07 −1.79 W LOC154222 154222 XM_379456 M-028649-00 PL-50083 K09 X −2.24 −2.33 W LOC154907 0 XM_088072 M-025440-00 PL-50081 C16 X −2.08 −2.30 W LOC155036 155036 XM_376722 M-028875-00 PL-50083 A21 X −1.87 −2.14 W LOC158796 0 XM_088677 M-025004-00 PL-50074 J08 X −2.30 −2.90 W LOC159090 159090 NM_145284 M-016085-00 PL-50075 C11 X −2.52 −2.87 W LOC162427 162427 NM_178126 M-018456-00 PL-50075 K13 X −1.93 −4.79 W LOC163590 163590 NM_145034 M-016470-00 PL-50082 A17 X −2.23 −1.70 W LOC200493 0 XM_115715 M-022826-00 PL-50076 E15 X −2.05 −2.86 W LOC202051 202051 XM_114430 M-024410-00 PL-50076 M23 X −2.49 −2.58 W LOC205251 205251 NM_174925 M-017831-00 PL-50081 N05 X −3.34 −1.92 W LOC254897 0 XM_170950 M-022066-00 PL-50077 F13 X −2.72 −1.86 W LOC283152 283152 XM_378314 PL-50077 D04 X −2.21 −4.21 W LOC283989 283989 NM_207346 PL-50078 A11 X −2.08 −3.17 W LOC284058 284058 NM_015443 M-031748-00 PL-50078 K13 X −2.09 −2.15 W LOC284361 284361 NM_175063 M-018434-00 PL-50078 M13 X −1.80 −2.88 W LOC284390 284390 XM_371138 M-031229-00 PL-50078 M04 X −2.89 −1.65 W LOC284661 284661 XM_378832 M-027567-00 PL-50078 K08 X −2.34 −1.86 W LOC284739 284739 NM_207349 M-031294-00 PL-50078 I02 X −2.15 −2.35 W LOC284825 284825 XM_375935 M-031369-00 PL-50078 A12 X −1.94 −3.54 W LOC285194 285194 XM_379207 M-028149-00 PL-50082 I14 X −3.00 −2.75 W LOC285248 0 XM_211816 M-023664-00 PL-50083 G10 X −2.14 −2.08 W LOC338734 0 XM_290547 M-026505-00 PL-50083 F05 X −2.20 −2.58 W LOC338756 0 XM_291989 M-026922-00 PL-50079 B09 X −2.64 −1.81 W LOC340109 340109 XM_379322 M-028502-00 PL-50083 I14 X −2.28 −1.93 W LOC340843 0 XM_291726 M-026400-00 PL-50083 J05 X −2.17 −2.03 W LOC341356 0 XM_292023 M-027076-00 PL-50082 P12 X −5.82 −2.32 W LOC345651 0 XM_293924 M-024480-00 PL-50080 M14 X −4.93 −2.81 W LOC375133 375133 NM_199345 M-032119-00 PL-50080 C02 X −3.73 −1.73 W LOC386597 386597 XM_379073 M-027974-00 PL-50086 B14 X −3.37 −2.68 W LOC387784 0 XM_373506 M-029865-00 PL-50086 H08 X −1.81 −2.55 W LOC387810 0 XM_373513 M-029805-00 PL-50087 K18 X −1.48 −3.48 W LOC387825 0 XM_370668 PL-50087 O04 X −2.59 −2.12 W LOC387845 0 XM_370684 PL-50087 G02 X −4.14 −2.44 W LOC387914 0 XM_370718 PL-50088 C11 X −2.83 −2.18 W LOC388298 0 XM_370992 PL-50088 K21 X −2.71 −2.99 W LOC388432 0 XM_371086 PL-50081 C12 X −4.87 −2.48 W LOC388585 0 XM_371215 M-007769-00 PL-50083 P04 X −2.40 −3.20 W LOC388697 0 XM_373868 M-027450-00 PL-50084 G20 X −3.63 −2.37 W LOC389000 0 XM_371534 M-027916-00 PL-50084 A14 X −2.42 −1.82 W LOC389067 0 XM_374021 M-028005-00 PL-50084 A10 X −2.39 −2.59 W LOC389070 0 XM_374022 M-028009-00 PL-50084 H11 X −2.84 −2.27 W LOC389102 0 XM_371623 M-028089-00 PL-50084 P13 X −2.00 −2.17 W LOC389153 0 XM_374053 M-028171-00 PL-50085 A15 X −1.85 −2.10 W LOC389273 0 XM_374115 M-028392-00 PL-50085 C02 X −2.12 −3.30 W LOC389370 0 XM_374162 M-028681-00 PL-50085 B05 X −2.03 −1.53 W LOC389386 0 XM_371818 M-028707-00 PL-50085 K08 X −3.31 −2.67 W LOC389416 0 XM_371837 M-028580-00 PL-50085 P10 X −1.46 −2.24 W LOC389541 0 XM_371939 M-028918-00 PL-50086 C08 X −2.54 −2.06 W LOC389727 0 XM_372092 M-029462-00 PL-50086 B05 X −2.30 −2.18 W LOC389753 0 XM_372112 M-029491-00 PL-50086 H18 X −3.76 −1.94 W LOC389950 0 XM_372307 M-029790-00 PL-50087 C02 X −5.64 −2.10 W LOC390377 0 XM_372486 PL-50083 P09 X −1.83 −3.25 W LOC391059 0 XM_372784 M-027419-00 PL-50084 G23 X −2.56 −1.54 W LOC391209 0 XM_372840 M-027739-00 PL-50085 B20 X −3.51 −1.79 W LOC392702 0 XM_374730 M-029081-00 PL-50085 B08 X −3.38 −1.62 W LOC392726 0 XM_374734 M-029100-00 PL-50086 C17 X −1.42 −3.60 W LOC392791 0 XM_374752 M-029140-00 PL-50086 L06 X −2.71 −2.95 W LOC399786 0 XM_378236 M-029755-00 PL-50087 A09 X −2.48 −2.14 W LOC399920 0 XM_378300 PL-50087 O14 X −3.77 −2.10 W LOC400092 0 XM_378398 PL-50088 G13 X −2.71 −2.21 W LOC400479 0 XM_375282 PL-50088 I19 X −2.45 −2.29 W LOC400619 0 XM_378703 PL-50083 P15 X −1.94 −3.99 W LOC400740 0 XM_378840 M-027426-00 PL-50084 B06 X −1.60 −2.62 W LOC401169 0 XM_379306 M-028377-00 PL-50085 A17 X −2.43 −1.78 W LOC401175 0 XM_379317 M-028393-00 PL-50085 E18 X −2.43 −1.56 W LOC401286 0 XM_376555 M-028648-00 PL-50085 J11 X −3.03 −2.86 W LOC401314 0 XM_376586 M-028821-00 PL-50085 J13 X −2.58 −2.50 W LOC401316 0 XM_376587 M-028825-00 PL-50085 J15 X −1.74 −2.76 W LOC401317 0 XM_379479 M-028826-00 PL-50085 J19 X −2.77 −1.28 W LOC401321 0 XM_379483 M-028830-00 PL-50086 A16 X −2.87 −1.88 W LOC401518 0 XM_379638 M-029475-00 PL-50086 J05 X −2.03 −3.09 W LOC401548 0 XM_376902 M-029584-00 PL-50086 J15 X −2.49 −2.92 W LOC401552 0 XM_379668 M-029594-00 PL-50084 L20 X −3.16 −2.65 W LOC402148 0 XM_377818 M-028220-00 PL-50085 J04 X −2.32 −2.36 W LOC402477 0 XM_379803 M-029005-00 PL-50085 D18 X −3.23 −2.03 W LOC402515 0 XM_380112 M-029067-00 PL-50085 D12 X −1.79 −4.81 W LOC402521 0 XM_379848 M-029073-00 PL-50085 B14 X −1.49 −2.07 W LOC402537 0 XM_380120 M-029089-00 PL-50089 O21 X −3.27 −2.66 W LOC402556 0 XM_379877 M-031795-00 PL-50090 A07 X −2.47 −1.86 W LOC402560 0 XM_380127 M-031802-00 PL-50086 A19 X −2.56 −3.08 W LOC402586 0 XM_380138 M-029126-00 PL-50086 A21 X −2.25 −2.69 W LOC402587 0 XM_380139 M-029127-00 PL-50086 E21 X −1.65 −3.01 W LOC402625 0 XM_379975 M-029163-00 PL-50085 F04 X −2.78 −2.23 W LOC402641 0 XM_379995 M-029057-00 PL-50081 M17 X −3.94 −1.80 W LOC404785 404785 NM_207513 M-032197-00 PL-50058 M23 X −3.15 −0.63 W LOC51054 51054 NM_015899 M-020941-00 PL-50057 A16 X −2.13 −1.90 W LOC51066 51066 NM_015931 M-020960-00 PL-50058 P07 X −2.64 −3.28 W LOC51333 51333 NM_016643 M-006990-00 PL-50059 K05 X −2.62 −2.50 W LOC51693 51693 NM_016209 M-021254-00 PL-50070 P05 X −2.95 −2.76 W LOC92689 92689 NM_138389 M-015552-00 PL-50069 B23 X −2.30 −2.80 W LOC96597 96597 XM_378655 M-023053-00 PL-50019 G07 X −3.09 −2.93 W LOR 4014 NM_000427 M-011077-00 PL-50048 P16 X −3.33 −1.23 W LPO 4025 NM_006151 M-023219-00 PL-50022 F18 X −2.00 −2.26 W LTBP3 4054 NM_021070 M-014144-00 PL-50016 D07 X −2.46 −3.34 W LU 4059.00 NM_005581 M-010608-00 PL-50017 P04 X −1.87 −2.52 W LY64 4064 NM_005582 M-020015-00 PL-50007 A15 X −2.28 −2.10 W M96 22823 NM_007358 M-012796-00 PL-50022 D16 X −2.13 −1.89 W MAD2L2 10459 NM_006341 M-003272-03 PL-50059 H23 X −2.81 −2.75 W MAGEL2 54551 NM_019066 M-013374-00 PL-50002 M10 X −1.81 −2.45 W MAPK13 5603 NM_002754 M-003591-02 PL-50007 C09 X −1.94 −2.22 W MAPRE2 10982 NM_014268 M-012501-00 PL-50049 B16 X −2.58 −2.31 W MASP1 5648 NM_001879 M-005937-00 PL-50013 I15 X −2.56 −2.75 W MBTPS2 51360 NM_015884 M-005940-01 PL-50005 C07 X −2.90 −2.51 W MC4R 4160 NM_005912 M-005660-00 PL-50016 D17 X −2.17 −2.39 W MCC 4163.00 NM_002387 M-010523-01 PL-50053 N17 X −2.20 −2.76 W MCRS1 10445 NM_006337 M-018557-00 PL-50022 B06 X −2.01 −3.85 W MDGA1 266727 NM_153487 M-016082-00 PL-50072 M14 X −1.50 −3.11 W MDH1B 130752 XM_059468 M-023122-00 PL-50009 O11 X −2.86 −2.47 W MEF2A 4205 NM_005587 M-009362-00 PL-50009 O13 X −1.72 −2.04 W MEF2B 4207 NM_005919 M-009342-00 PL-50068 C08 X −2.94 −2.77 W MGC13168 84821 NM_032735 M-014977-00 PL-50068 N14 X −3.07 −2.59 W MGC14126 84984 NM_032898 M-015039-00 PL-50070 P23 X −2.16 −1.23 W MGC16372 92749 NM_145038 M-016558-00 PL-50079 O04 X −4.23 −2.82 W MGC16597 339230 XM_375500 M-030964-00 PL-50070 K02 X −2.66 −1.94 W MGC17337 91283 NM_080655 M-015247-00 PL-50081 K21 X −2.40 −2.20 W MGC21394 404203 NM_205841 M-031857-00 PL-50074 M16 X −2.23 −2.69 W MGC23918 151903 NM_144716 M-015455-00 PL-50072 H08 X −2.51 −3.29 W MGC23937 139596 NM_145052 M-016141-00 PL-50005 C13 X −2.91 −2.23 W MGC26856 256710 NM_152779 M-016259-00 PL-50074 A12 X −1.93 −2.28 W MGC39633 153733 NM_152549 M-015448-00 PL-50072 L02 X −2.46 −2.58 W MGC41945 138724 NM_203299 M-031891-00 PL-50067 J04 X −3.26 −2.46 W MGC4238 84292 NM_032332 M-014860-00 PL-50073 D11 X −2.10 −2.65 W MGC45714 147007 NM_152464 PL-50076 D04 X −1.77 −2.91 W MGC50559 254013 NM_173802 M-018388-00 PL-50080 M06 X −1.69 −2.85 W MGC52000 375260 NM_198943 M-031853-00 PL-50063 A09 X −3.04 −2.88 W MICAL3 57553 XM_032997 M-024432-00 PL-50063 D21 X −4.46 −2.44 W MIG12 58526 NM_021242 M-015884-00 PL-50068 F16 X −3.31 −2.68 W MIRAB13 85377 NM_033386 M-015102-00 PL-50014 I19 X −2.67 −3.05 W MMP24 10893.00 NM_006690 M-005963-01 PL-50059 K17 X −1.71 −2.84 W MO25 51719 NM_016289 M-015407-00 PL-50054 O16 X −2.84 −2.14 W MORF4L1 10933 NM_006791 M-006379-00 PL-50002 E02 X −2.67 −2.48 W MRC2 9902 NM_006039 M-020064-00 PL-50059 E21 X −1.55 −2.18 W MRPL48 51642 NM_016055 M-017512-00 PL-50059 C10 X −1.16 −3.52 W MRPS21 54460 NM_018997 M-013388-00 PL-50007 A04 X −3.23 −1.63 W MT1A 4489 NM_005946 M-012724-00 PL-50071 C02 X −2.23 −1.74 W MTFMT 123263 NM_139242 M-009633-00 PL-50013 O21 X −3.05 −2.44 W MTMR9 66036 NM_015458 M-019244-01 PL-50010 O05 X −3.21 −2.46 W MTRF1L 54516 NM_019041 M-015386-00 PL-50007 K07 X −1.21 −2.88 W MYH1 4619 NM_005963 M-013486-00 PL-50057 N09 X −2.73 −1.89 W MYLIP 29116 NM_013262 M-006976-00 PL-50061 J06 X −1.58 −2.08 W MYO5C 55930 NM_018728 M-031960-00 PL-50051 B13 X −3.48 −1.64 W MYST3 7994 NM_006766 M-019849-00 PL-50049 E19 X −1.80 −2.48 W NAP1L4 4676 NM_005969 M-012183-00 PL-50051 D06 X −0.40 −2.39 W NAPG 8774 NM_003826 M-011529-00 PL-50011 C16 X −2.28 −2.15 W NCB5OR 51167 NM_016230 M-009347-00 PL-50049 G07 X −3.23 −2.49 W NCF4 4689 NM_000631 M-011128-00 PL-50023 B18 X −2.59 −1.76 W NCOA5 57727 NM_020967 M-013157-00 PL-50023 B10 X −2.36 −4.21 W NDEL1 81565 NM_030808 M-018571-00 PL-50049 K07 X −2.82 −2.10 W NDUFB9 4715 NM_005005 M-019899-00 PL-50049 K11 X −2.38 −2.61 W NDUFC1 4717 NM_002494 M-019601-00 PL-50013 B04 X −2.95 −2.65 W NDUFS1 4719 NM_005006 M-019069-00 PL-50049 K19 X −1.20 −3.23 W NDUFS6 4726 NM_004553 M-019817-00 PL-50054 K17 X −2.42 −1.80 W NET-5 10867 NM_006675 M-012293-00 PL-50072 O07 X −2.53 −2.48 W NEU4 129807 NM_080741 M-013263-00 PL-50009 I06 X −3.19 −2.49 W NFATC2 4773 NM_012340 M-003606-01 PL-50009 E20 X −2.89 −1.53 W NFKB2 4791 NM_002502 M-003918-00 PL-50052 G09 X −2.89 −2.46 W NFS1 9054 NM_021100 M-011564-00 PL-50049 M17 X −3.01 −2.15 W NHLH2 4808 NM_005599 M-020020-00 PL-50063 I16 X −2.01 −2.62 W NOPE 57722 NM_020962 M-014170-00 PL-50051 L08 X −2.19 −2.30 W NPFF 8620 NM_003717 M-011502-00 PL-50005 G09 X −2.39 −2.05 W NPY2R 4887 NM_000910 M-005673-01 PL-50005 G11 X −1.74 −2.32 W NPY5R 4889 NM_006174 M-005674-00 PL-50054 N13 X −1.63 −2.71 W NRM 11270 NM_007243 M-012779-00 PL-50007 O12 X −2.70 −3.03 W NUCB1 4924 NM_006184 M-015822-00 PL-50062 D13 X −1.82 −2.48 W NUP107 57122 NM_020401 M-020440-00 PL-50061 D21 X −2.28 −1.73 W NUP133 55746 NM_018230 M-013322-00 PL-50061 H02 X −2.48 −3.27 W NXF2 56001 NM_017809 M-010445-00 PL-50061 H06 X −1.54 −3.06 W NXF5 55998 NM_032946 M-013599-00 PL-50019 P20 X −4.00 −2.02 W NXT1 29107 NM_013248 M-017194-00 PL-50069 A23 X −1.88 −2.00 W NYD-SP28 85478 NM_033124 M-015072-00 PL-50023 G16 X −2.24 −3.32 W OFD1 8481 NM_003611 M-009300-01 PL-50005 G23 X −1.96 −2.04 W OPN3 23596 NM_014322 M-005681-01 PL-50089 P07 X −1.47 −2.83 W OR3A4 390756 NM_001005334 M-032453-00 PL-50089 L07 X −1.44 −2.78 W OR4A5 81318 NM_001005272 M-032433-00 PL-50089 J20 X −2.50 −2.48 W OR5B2 390190 NM_001005566 M-032494-00 PL-50089 L05 X −1.83 −3.72 W OR5M11 219487 NM_001005245 M-032432-00 PL-50089 P04 X −3.78 −2.12 W OR6C74 254783 NM_001005490 M-032472-00 PL-50056 E19 X −2.02 −1.91 W ORC3L 23595 NM_012381 M-003285-01 PL-50023 E16 X −2.49 −4.24 W OTOR 56914 NM_020157 M-017390-00 PL-50059 K11 X −4.17 −2.07 W PADI3 51702 NM_016233 M-021051-00 PL-50069 E06 X −1.66 −2.78 W PAGE-5 90737 NM_130467 M-017468-00 PL-50056 L02 X −2.88 −1.42 W PAI-RBP1 26135 NM_015640 M-020528-00 PL-50060 M10 X −3.27 −1.51 W PAK1IP1 55003 NM_017906 M-020912-00 PL-50076 L05 X −2.26 −1.72 W PAQR10 221938 NM_198403 M-008052-00 PL-50009 A18 X −3.07 −2.42 W PAWR 5074 NM_002583 M-004434-00 PL-50049 K02 X −3.58 −2.13 W PCBP1 5093 NM_006196 M-012243-01 PL-50062 B07 X −3.19 −2.38 W PCNP 57092 NM_020357 M-020263-00 PL-50007 C20 X −2.34 −1.95 W PCOLCE 5118 NM_002593 M-011747-00 PL-50023 B07 X −2.40 −2.28 W PDE6A 5145 NM_000440 M-007651-00 PL-50063 B04 X −2.10 −2.62 W PDF 64146 NM_022341 M-003851-00 PL-50011 F21 X −2.31 −1.75 W PDHA2 5161 NM_005390 M-023925-00 PL-50016 A19 X −2.67 −2.94 W PDP2 57546.00 NM_020786 M-022572-00 PL-50070 L02 X −3.12 −2.13 W PERLD1 93210 NM_033419 M-017912-00 PL-50061 E12 X −2.26 −2.28 W PEX26 55670 NM_017929 M-019128-00 PL-50002 J23 X −2.09 −2.44 W PFKFB3 5209 NM_004566 M-006763-00 PL-50073 N08 X −2.07 −2.21 W PHF13 148479 NM_153812 PL-50068 C23 X −2.49 −2.19 W PHYHIPL 84457 NM_032439 M-014894-00 PL-50078 A23 X −2.16 −2.00 W PIGW 284098 NM_178517 M-021480-00 PL-50002 P07 X −1.58 −3.31 W PIK3R3 8503 NM_003629 M-019546-00 PL-50002 P13 X −1.95 −2.15 W PIK4CB 5298 NM_002651 M-006777-02 PL-50058 H07 X −2.39 −2.07 W PIPOX 51268 NM_016518 M-010199-00 PL-50075 G16 X −2.79 −2.75 W PKD1L1 168507 NM_138295 M-017434-00 PL-50011 L13 X −2.53 −2.13 W PNLIP 5406 NM_000936 M-008973-00 PL-50011 L15 X −2.42 −2.27 W PNLIPRP1 5407 NM_006229 M-009145-00 PL-50014 G05 X −3.24 −2.84 W PRDX3 10935.00 NM_006793 M-010355-00 PL-50002 L20 X −1.82 −2.35 W PRKACA 5566 NM_002730 M-004649-00 PL-50018 J11 X −2.05 −1.97 W PROK1 84432 NM_032414 M-014883-00 PL-50057 A18 X −1.87 −3.54 W PROL5 26952 NM_012390 M-020197-00 PL-50002 K13 X −2.45 −1.79 W PRPS1L1 221823 NM_175886 M-006804-00 PL-50050 A09 X −2.02 −3.81 W PSG3 5671 NM_021016 M-014137-00 PL-50057 P15 X −0.93 −2.95 W PTD004 29789 NM_013341 M-015680-00 PL-50058 J11 X −2.32 −2.24 W PTX1 51290 NM_016570 M-021151-00 PL-50056 G19 X −2.66 −3.04 W RABGAP1 23637 NM_012197 M-012803-00 PL-50013 D11 X −2.20 −1.93 W RABL2A 11159 NM_007082 M-013620-00 PL-50013 F11 X −2.65 −3.09 W RANBP2 5903 NM_006267 M-004746-01 PL-50056 A09 X −2.52 −1.67 W RASD2 23551 NM_014310 M-009560-00 PL-50070 E02 X −1.96 −2.22 W RASL10B 91608 NM_033315 M-008344-00 PL-50059 E06 X −2.00 −2.83 W RBM27 54439 XM_291128 M-024337-00 PL-50007 J19 X −2.21 −2.60 W RBM5 10181 NM_005778 M-009220-01 PL-50011 P10 X −2.94 −2.47 W RCE1 9986 NM_005133 M-006025-00 PL-50073 O02 X −2.85 −1.93 W RDH12 145226 NM_152443 PL-50011 P08 X −2.92 −1.42 W RDH5 5959 NM_002905 M-008220-01 PL-50057 P18 X −1.73 −2.54 W REPIN1 29803 NM_013400 M-006978-00 PL-50054 C09 X −2.31 −2.46 W RFPL3 10738 NM_006604 M-006934-00 PL-50054 P10 X −1.95 −2.06 W RNF13 11342 NM_007282 M-006944-00 PL-50018 D17 X −2.24 −2.52 W RORB 6096 NM_006914 M-003441-01 PL-50080 K20 X −1.57 −2.35 W RP26 375298 NM_201548 M-027336-00 PL-50074 D21 X −2.03 −2.89 W RPIB9 154661 NM_138290 M-015403-00 PL-50050 O09 X −3.26 −1.86 W RPL3L 6123 NM_005061 M-012009-00 PL-50003 C19 X −2.44 −1.89 W RPS6KA2 6196 NM_021135 M-004663-01 PL-50005 C20 X −2.04 −3.11 W RRH 10692 NM_006583 M-005723-01 PL-50050 E08 X −1.85 −4.78 W SAA2 6289 NM_030754 M-016279-00 PL-50005 C18 X −2.99 −2.50 W SALPR 51289 NM_016568 M-004774-00 PL-50050 C18 X −2.18 −2.16 W SATB1 6304 NM_002971 M-011771-00 PL-50007 P16 X −2.75 −1.65 W SCA7 6314 NM_000333 M-011106-00 PL-50016 N15 X −2.88 −1.93 W SCG3 29106.00 NM_013243 M-013710-00 PL-50007 N20 X −2.05 −2.03 W SEC22L1 9554 NM_004892 M-011963-00 PL-50064 N02 X −2.81 −2.48 W SECISBP2 79048 NM_024077 M-015634-00 PL-50011 L20 X −2.73 −2.88 W SENP1 29843 NM_014554 M-006357-00 PL-50062 P17 X −1.38 −2.19 W SENP7 57337 NM_020654 M-006035-00 PL-50071 C04 X −2.84 −1.66 W SENP8 123228 NM_145204 M-004071-00 PL-50055 B08 X −1.54 −2.91 W SEZ6L 23544 NM_021115 M-008081-00 PL-50063 G20 X −3.18 −2.00 W SF4 57794 NM_172231 M-017511-00 PL-50007 L12 X −2.30 −2.29 W SFRS7 6432 NM_006276 M-015909-00 PL-50062 G16 X −1.99 −3.46 W SHD 56961 NM_020209 M-023905-00 PL-50016 P12 X −2.04 −2.07 W SLAMF6 114836.00 NM_052931 M-013423-01 PL-50062 C18 X −2.38 −1.44 W SLC12A9 56996 NM_020246 M-007390-00 PL-50049 M08 X −3.20 −1.97 W SLC22A1LS 5003 NM_007105 M-019642-00 PL-50064 J04 X −2.51 −2.24 W SLC25A23 79085 NM_024103 M-007360-00 PL-50076 O17 X −2.62 −2.27 W SLC36A1 206358 NM_078483 M-007550-00 PL-50054 L23 X −2.77 −2.46 W SLC6A14 11254 NM_007231 M-007601-00 PL-50019 H08 X −2.11 −1.95 W SLC6A2 6530 NM_001043 M-007602-00 PL-50019 H06 X −2.68 −2.10 W SLC6A4 6532 NM_001045 M-007604-00 PL-50003 G19 X −1.94 −2.19 W SMG1 23049 NM_014006 M-005033-00 PL-50063 D20 X −2.37 −2.17 W SMOC2 64094 NM_022138 M-013886-00 PL-50051 D08 X −0.53 −2.93 W SNAP23 8773 NM_003825 M-017545-00 PL-50066 N08 X −2.00 −3.51 W SNX27 81609 NM_030918 M-017346-00 PL-50009 P21 X −2.18 −2.36 W SP4 6671 NM_003112 M-006562-00 PL-50057 I08 X −2.55 −1.44 W SPINK4 27290 NM_014471 M-020235-00 PL-50050 N12 X −2.03 −2.92 W SPINT1 6692 NM_003710 M-004578-00 PL-50055 P09 X −2.01 −2.06 W SR140 23350 XM_031553 M-023607-00 PL-50050 J16 X −1.80 −3.15 W SSA2 6738 NM_004600 M-017733-00 PL-50005 C04 X −2.07 −3.32 W SSTR2 6752 NM_001050 M-005728-01 PL-50005 A20 X −2.44 −2.38 W SSTR4 6754 NM_001052 M-005730-02 PL-50009 P10 X −2.02 −2.97 W SSX1 6756 NM_005635 M-019194-00 PL-50439 E21 X −2.83 −2.58 W STAMBPL1 57559 NM_020799 M-005783-01 PL-50057 E15 X −2.76 −2.12 W STEAP 26872 NM_012449 M-003713-00 PL-50052 G04 X −3.23 −2.14 W STOML1 9399 NM_004809 M-009360-00 PL-50058 A05 X −1.40 −2.62 W STOML2 30968 NM_013442 M-020518-00 PL-50057 M06 X −3.18 −1.68 W SULT1C2 27233 NM_006588 M-010391-00 PL-50050 P19 X −2.48 −1.21 W SUMO2 6613 NM_006937 M-016450-00 PL-50050 F02 X −2.15 −2.47 W SYCP1 6847 NM_003176 M-019171-00 PL-50007 F02 X −1.95 −2.02 W SYNCRIP 10492 NM_006372 M-016218-00 PL-50055 A16 X −1.90 −2.68 W SYNE2 23224 NM_015180 M-019259-00 PL-50069 B05 X −1.91 −2.45 W SYTL4 94121 NM_080737 M-007111-00 PL-50077 G16 X −2.35 −4.18 W TAB3 257397 NM_152787 PL-50077 E08 X −1.65 −2.60 W TAS2R45 259291 NM_176886 PL-50012 G18 X −3.34 −2.54 W TBCC 6903 NM_003192 M-011401-00 PL-50003 O04 X −2.57 −2.29 W TESK2 10420 NM_007170 M-005044-00 PL-50062 A07 X −3.15 −2.06 W TEX13B 56156 NM_031273 M-013485-00 PL-50009 B20 X −2.23 −2.23 W TGIF2LY 90655 NM_139214 M-017279-00 PL-50050 B02 X −1.78 −2.85 W TGM3 7053 NM_003245 M-010088-00 PL-50007 B06 X −2.51 −2.28 W TIMELESS 8914 NM_003920 M-019488-00 PL-50058 F14 X −2.28 −2.99 W TMEM14C 51522 NM_016462 M-020269-00 PL-50070 C21 X −2.29 −2.46 W TNFRSF13C 115650 NM_052945 M-013424-00 PL-50018 A19 X −2.73 −1.44 W TNFSF13B 10673 NM_006573 M-017586-00 PL-50068 B04 X −2.26 −2.71 W TNKS1BP1 85456 NM_033396 M-015106-00 PL-50008 A15 X −3.66 −2.06 W TNXB 7148 NM_019105 M-008106-00 PL-50018 C19 X −2.25 −2.22 W TOLLIP 54472 NM_019009 M-016930-00 PL-50064 I10 X −2.96 −2.82 W TORC3 64784 NM_022769 M-014210-00 PL-50015 O08 X −2.51 −1.97 W TRIM22 10346.00 NM_006074 M-006927-01 PL-50015 F23 X −2.38 −2.30 W TRIM33 51592.00 NM_015906 M-005392-02 PL-50053 I20 X −2.24 −3.53 W TSPAN-1 10103 NM_005727 M-003719-00 PL-50012 J09 X −2.74 −1.51 W TULP1 7287 NM_003322 M-011413-00 PL-50062 C20 X −2.31 −2.28 W TULP4 56995 NM_020245 M-013785-00 PL-50066 N17 X −2.02 −2.71 W TXNDC 81542 NM_030755 M-010675-00 PL-50012 J17 X −2.09 −2.45 W TYMS 7298 NM_001071 M-004717-01 PL-50050 N20 X −4.03 −1.70 W UAP1 6675 NM_003115 M-017160-00 PL-50012 L13 X −2.86 −2.62 W UBE2L6 9246 NM_004223 M-008569-00 PL-50058 B08 X −1.72 −2.24 W UFM1 51569 NM_016617 M-021005-00 PL-50071 B19 X −1.54 −2.68 W UNQ2446 123904 NM_198443 M-027207-00 PL-50080 C20 X −4.44 −2.16 W UNQ2492 377841 NM_198585 M-027275-00 PL-50078 M23 X −2.63 −1.54 W UNQ3033 284415 NM_198481 M-027236-00 PL-50080 D14 X −2.57 −2.61 W UNQ9370 400454 NM_207447 M-032131-00 PL-50064 F15 X −2.44 −2.66 W UPF3B 65109 NM_023010 M-012871-00 PL-50070 M13 X −2.79 −1.27 W VEST1 116328 NM_052958 M-015175-00 PL-50076 N14 X −2.58 −2.97 W VGLL2 245806 NM_153453 M-015963-00 PL-50005 H07 X −2.62 −3.09 W VN1R4 317703 NM_173857 M-017651-00 PL-50019 F05 X −2.18 −2.02 W VPS13A 23230 NM_015186 M-012878-00 PL-50061 B02 X −2.23 −1.62 W VPS35 55737 NM_018206 M-010894-00 PL-50064 C18 X −2.66 −2.10 W WARP 64856 NM_022834 M-016331-00 PL-50072 B08 X −2.36 −2.10 W WFDC3 140686 NM_181522 M-013334-00 PL-50016 F06 X −3.36 −4.06 W WNT7B 7477.00 NM_058238 M-003722-02 PL-50063 B10 X −3.24 −2.28 W XYLT2 64132 NM_022167 M-013040-00 PL-50003 E06 X −3.18 −2.63 W ZAK 51776 NM_133646 M-005068-00 PL-50063 K05 X −1.49 −2.73 W ZBTB2 57621 NM_020861 M-014129-00 PL-50021 B08 X −2.06 −2.17 W ZBTB7 51341 NM_015898 M-020818-00 PL-50061 O10 X −1.65 −2.48 W ZCCHC8 55596 NM_017612 M-021026-00 PL-50072 B18 X −1.71 −2.12 W ZFP28 140612 NM_020828 M-014089-00 PL-50010 C23 X −2.43 −2.86 W ZFP67 51043 NM_015872 M-020934-00 PL-50059 G23 X −2.13 −1.92 W ZFR 51663 NM_016107 M-019266-00 PL-50051 I10 X −1.86 −4.52 W ZNF192 7745 NM_006298 M-020154-00 PL-50058 A11 X −2.88 −2.74 W ZNF295 49854 NM_020727 M-013945-00 PL-50055 M17 X −2.52 −1.51 W ZNF297B 23099 NM_014007 M-020320-00 PL-50062 P19 X −3.24 −2.42 W ZNF304 57343 NM_020657 M-020719-00 PL-50056 M18 X −2.34 −2.31 W ZNF324 25799 NM_014347 M-006964-00 PL-50061 B09 X −1.88 −2.35 W ZNF334 55713 NM_018102 M-017955-00 PL-50057 D02 X −2.35 −2.62 W ZNF354C 30832 NM_014594 M-014199-00 PL-50068 A18 X −2.28 −2.49 W ZNF496 84838 NM_032752 M-014983-00 PL-50070 C15 X −2.56 −3.03 W ZNF501 115560 NM_145044 M-007118-00 PL-50068 B07 X −3.37 −2.84 W ZNF503 84858 NM_032772 M-015846-00 PL-50057 G12 X −1.43 −2.54 W ZNF544 27300 NM_014480 M-020223-00 PL-50073 P08 X −2.79 −2.65 W ZNF570 148268 NM_144694 PL-50078 K23 X −2.22 −1.70 W ZNF615 284370 NM_198480 M-032239-00 PL-50057 B18 X −1.29 −5.41 W ZNRD1 30834 NM_014596 M-017359-00 Stock_ID Row Type Z score_A Z score_B Screen+ Gene Symbol Accession # Catalog # Description PL-50001 A05 X 2.49 1.61 *W AAK1 22848 NM_014911 M-005300-00 PL-50001 F04 X 2.28 2.34 *W GSK3A 2931 NM_019884 M-003009-01 PL-50004 I14 X 2.20 1.88 *W FLJ10060 55065 NM_017986 M-010712-00 PL-50005 B15 X 2.18 2.38 *W TAS2R16 50833 NM_016945 M-013103-00 PL-50005 F21 X 2.02 2.31 *W VN1R1 57191 NM_020633 M-013177-00 PL-50008 A12 X 2.19 1.82 *W BHLHB2 8553 NM_003670 M-010318-00 PL-50010 A12 X 2.15 1.98 *W B4GALT7 11285 NM_007255 M-012387-00 PL-50010 J15 X 2.19 2.10 *W CTPS 1503 NM_001905 M-006644-00 PL-50013 F18 X 2.13 1.81 *W ATP2A3 489 NM_005173 M-006114-01 PL-50016 A10 X 2.61 2.25 *W KCNH7 90134.00 NM_033272 M-006237-01 PL-50016 J16 X 2.24 1.89 *W TRADD 8717.00 NM_003789 M-004452-00 PL-50019 M11 X 2.37 2.46 *W CDC10 989 NM_001788 M-011607-00 PL-50019 I08 X 2.22 2.02 *W PKP1 5317 NM_000299 M-012545-00 PL-50019 G10 X 2.30 1.86 *W RPS5 6193 NM_001009 M-010498-01 PL-50019 L06 X 2.05 1.96 *W SLC22A12 116085 NM_144585 M-007446-01 PL-50020 C14 X 1.95 2.54 *W ACYP1 97 XM_352906 M-009937-00 PL-50020 L12 X 2.05 1.76 *W BCL2L1 598 NM_138578 M-003458-00 PL-50020 C05 X 2.29 1.14 *W CACNA1D 776 NM_000720 M-006124-01 PL-50021 G12 X 2.27 1.23 *W CYB5 1528 NM_001914 M-019621-00 PL-50022 G19 X 2.14 2.75 *W FLJ25952 253832 NM_153251 M-016758-00 PL-50022 K11 X 2.08 1.67 *W GAA 2548 NM_000152 M-008881-00 PL-50022 K13 X 2.20 2.98 *W GAB3 139716 NM_080612 M-015239-00 PL-50022 M13 X 1.86 2.83 *W GATA6 2627 NM_005257 M-008351-01 PL-50023 E05 X 2.44 1.66 *W HNRPA1 3178 NM_031157 M-008221-01 PL-50024 G11 X 2.34 2.76 *W RPS16 6217 NM_001020 M-013627-00 PL-50024 N06 X 3.90 3.36 *M XPO1 7514 NM_003400 M-003030-01 PL-50047 D11 X 2.55 2.13 *W AP2M1 1173 NM_004068 M-008170-00 PL-50047 O13 X 3.41 2.59 *W ATP2B1 490 NM_001682 M-006115-00 PL-50047 B15 X 2.22 1.89 *W CEACAM3 1084 NM_001815 M-019510-00 PL-50048 P21 X 2.81 2.50 *W FADS3 3995 NM_021727 M-008483-00 PL-50048 K19 X 2.52 1.91 *W GGTL3 2686 NM_052830 M-005886-01 PL-50048 C10 X 2.29 2.46 *W HNRPL 3191 NM_001533 M-011293-00 PL-50049 B11 X 2.20 2.20 *W POLR2I 5438 NM_006233 M-012248-00 PL-50050 M10 X 2.37 2.17 *W RPL28 6158 NM_000991 M-011145-00 PL-50050 K08 X 2.01 1.96 *W RPLP2 6181 NM_001004 M-004314-00 PL-50050 I18 X 2.12 1.46 *W RPS3A 6189 NM_001006 M-013603-00 PL-50053 C13 X 2.35 2.10 *W PLEKHM1 9842 NM_014798 M-023203-00 PL-50055 B10 X 2.03 2.04 *W RBM9 23543 NM_014309 M-020616-00 PL-50060 N02 X 2.09 1.47 *W FLJ10774 55226 NM_024662 M-014402-00 PL-50061 B15 X 1.98 2.01 *W FLJ10534 55720 NM_018128 M-017111-00 PL-50064 B04 X 2.31 1.97 *W VIK 79027 NM_024061 M-012894-00 PL-50065 I02 X 2.24 1.89 *W FLJ22222 79701 NM_024648 PL-50065 B16 X 2.69 1.76 *W POF1B 79983 NM_024921 PL-50066 N10 X 1.71 2.25 *W FIP1L1 81608 NM_030917 M-014670-00 PL-50066 I11 X 2.35 1.19 *W FLJ22173 80111 NM_025041 M-014563-00 PL-50066 P07 X 2.55 2.66 *W STMN4 81551 NM_030795 M-016810-00 PL-50066 E04 X 2.46 1.37 *W ULBP1 80329 NM_025218 M-014611-00 PL-50067 H12 X 2.15 2.13 *W C6ORF125 84300 NM_032340 M-021290-00 PL-50067 C10 X 2.15 2.00 *W KFZP564O052 84060 NM_032120 M-014780-00 PL-50067 I14 X 2.06 1.83 *W KRTAP1-5 83895 NM_031957 M-013515-00 PL-50069 B09 X 2.16 2.15 *W ARHGAP12 94134 NM_018287 M-008729-00 PL-50073 F08 X 2.07 2.01 *W FLJ33084 149483 NM_152500 PL-50076 O11 X 2.22 2.00 *W KIAA2018 205717 XM_291062 M-023709-00 PL-50076 I18 X 2.04 2.03 *W SPAS1 219938 NM_174927 M-017842-00 PL-50076 D09 X 1.68 2.01 *W TDRD6 221400 XM_166443 M-025108-00 PL-50078 A18 X 1.96 2.05 *W FLJ46536 285180 NM_198483 M-027237-00 PL-50080 G07 X 2.01 1.75 *W GLTDC1 360203 NM_182974 M-019460-00 PL-50083 K07 X 1.90 2.53 *W LOC219612 0 XM_168585 M-025428-00 PL-50085 H09 X 2.13 1.86 *W LOC402280 0 XM_377946 M-028792-00 PL-50085 H10 X 1.79 2.08 *W LOC402489 0 XM_379819 M-029023-00 PL-50086 H15 X 2.05 2.08 *W LOC389777 0 XM_374300 M-029575-00 PL-50086 H20 X 2.17 2.28 *W LOC401638 0 XM_377109 M-029788-00 PL-50088 H17 X 1.43 2.56 *W LOC390937 0 XM_372730 PL-50088 H13 X 2.23 1.75 *W LOC401915 0 XM_377529 PL-50439 A09 X 1.74 2.27 *W COPS5 10987 NM_006837 M-005814-01 PL-50439 I21 X 2.55 2.65 *W UBE2J2 118424 NM_058167 M-008614-00 PL-50439 D19 X 2.18 2.60 *W USP35 57558 XM_290527 M-006083-01

TABLE 2 GeneSymbol EntrezGeneID Genbank Acc. No. NFAT Score AB026190 27252 NM_014458 W ABCC13 150000 NM_138726 M ABLIM2 84448 NM_032432 W ACLY 47 NM_001096 W ACTB 60 NM_001101 M ACY1L2 135293 XM_072402 W ADAM10 102 NM_001110 M ADAMTS5 11096 NM_007038 S ADCY4 196883 NM_139247 W ADK 132 NM_001123 W ADRA2B 151 NM_000682 W AFG3L1 172 NM_001132 M AGK 55750 NM_018238 W AKAP11 11215 NM_016248 W AKR1CL1 340811 XM_291723 W AKR1CL2 83592 NM_031436 M ALCAM 214 NM_001627 M ALS2CR13 150864 NM_173511 W ALS2CR15 130026 NM_138468 M AMH 268 NM_000479 W AMIGO2 347902 NM_181847 W ANC_2H01 51193 NM_016331 M ANKFX1 51479 NM_016376 W ANKK1 255239 NM_178510 W ANKMX2 57037 NM_020319 W ANKRD9 122416 NM_152326 M AP1S3 130340 NM_178814 W AP3B2 8120 NM_004644 W APG16L 55054 NM_017974 W APH-1A 51107 NM_016022 M APOBEC1 339 NM_001644 W APOL4 80832 NM_030643 M APXL 357 NM_001649 W AQR 9716 NM_014691 W ARCN1 372 NM_001655 S ARHGAP15 55843 NM_018460 W ARHGAP17 55114 NM_018054 W ARHGDIA 396 NM_004309 W ARL10C 55207 NM_018184 W ARL11 115761 NM_138450 M ARL5C 390790 XM_372668 M ARMC2 84071 NM_032131 W ARPP-21 10777 NM_016300 W ARS2 51593 NM_015908 W ASB10 136371 NM_080871 W ASB4 51666 NM_016116 S ASMTL 8623 NM_004192 W ASTL 431705 NM_001002036 W ATP10D 57205 NM_020453 W ATP5L2 267020 NM_198822 M ATP5S 27109 NM_015684 W ATP6V0D1 9114 NM_004691 M ATP6V1D 51382 NM_015994 M AZ2 64343 NM_022461 W BACE1 23621 NM_012104 M BATF 10538 NM_006399 M BBX 56987 NM_020235 W BC-2 27243 NM_014453 W BCL2L12 83596 NM_052842 M BEST3 84821 NM_032735 W BEXL1 56271 XM_043653 W BFSP1 631 NM_001195 W BG1 23205 NM_015162 S BGN 633 NM_001711 M BIG1 10565 NM_006421 S BIN3 55909 NM_018688 M BMP15 9210 NM_005448 W BMP4 652 NM_001202 S BMPER 168667 NM_133468 W BMSC-UBP 84993 NM_032907 S BRD8 10902 NM_006696 W BRP44L 51660 NM_016098 M BRUNOL6 60677 NM_052840 W BSCL2 26580 NM_032667 W BTBD11 121551 NM_152322 M BTN3A3 10384 NM_006994 W C10ORF53 282966 NM_182554 M C10ORF56 219654 NM_153367 M C10ORF59 55328 NM_018363 W C10ORF81 79949 NM_024889 M C10ORF94 93426 NM_130784 W C11ORF17 56672 NM_020642 W C13ORF10 64062 NM_022118 W C13ORF12 51371 NM_015932 M C14ORF11 55837 NM_018453 M C14ORF126 112487 NM_080664 W C14ORF147 171546 NM_138288 W C14ORF43 91748 NM_194278 W C14ORF73 91828 XM_040910 W C14ORF8 122664 NM_173846 W C14ORF92 9878 XM_375045 W C15ORF24 56851 NM_020154 S C16ORF23 79006 NM_024042 W C18ORF34 374864 NM_198995 W C19ORF13 26065 NM_015578 S C19ORF24 55009 NM_017914 W C1ORF123 54987 NM_017887 M C20ORF104 51230 NM_016436 S C20ORF96 140680 NM_153269 M C21ORF107 54014 NM_018963 W C21ORF45 54069 NM_018944 W C21ORF49 54067 NM_001006116 S C21ORF6 10069 NM_016940 W C21ORF84 114038 NM_153752 W C3ORF6 152137 NM_174908 M C4ORF8 8603 NM_003704 W C5ORF11 167410 NM_153234 W C6ORF115 58527 XM_371848 M C6ORF191 253582 XM_173166 S C6ORF51 112495 NM_138408 W C6ORF57 135154 NM_145267 W C6ORF59 79992 NM_024929 W C6ORF84 22832 XM_376518 S C8ORF4 56892 NM_020130 W C9ORF11 54586 XM_035953 M C9ORF138 158297 NM_153707 M C9ORF150 286343 NM_203403 W C9ORF71 169693 XM_376874 M C9ORF72 203228 NM_018325 S C9ORF79 286234 NM_178828 M C9ORF84 158401 NM_173521 W CABLES2 81928 NM_031215 W CACNA1A 773 NM_000068 W CACNG4 27092 NM_014405 W CADPS 8618 NM_003716 W CARD12 58484 NM_021209 W CASC1 55259 NM_018272 S CAV3 859 NM_001234 W CBLL1 79872 NM_024814 S CBLN2 147381 NM_182511 W CBX6 23466 NM_014292 W CCDC125 202243 NM_176816 M CCK 885 NM_000729 M CCL11 6356 NM_002986 M CCNB2 9133 NM_004701 S CCNK 8812 NM_003858 M CCR6 1235 NM_004367 W CCRN4L 25819 NM_012118 M CD151 977 NM_004357 W CD1E 913 NM_030893 W CD209L 10332 NM_014257 M CD3G 917 NM_000073 W CD5 921 NM_014207 W CD74 972 NM_004355 W CDC27 996 NM_001256 S CDC2L5 8621 NM_003718 M CDC42EP5 148170 NM_145057 W CDH9 1007 NM_016279 W CENTG1 116986 NM_014770 W CFL2 1073 NM_021914 W CGI-04 51067 NM_015936 S CHCHD5 84269 NM_032309 W CHD4 1108 NM_001273 W CHERP 10523 NM_006387 W CHFR 55743 NM_018223 W CHRM3 1131 NM_000740 W CHRNA4 1137 NM_000744 W CIRBP 1153 NM_001280 M CKN1 1161 NM_000082 W CLCN4 1183 NM_001830 W CLDN22 53842 XM_210581 S CLPS 1208 NM_001832 M CLUL1 27098 NM_014410 W CMAS 55907 NM_018686 M CMRF-35H 11314 NM_007261 W CNTN3 5067 XM_039627 M COMT 1312 NM_000754 W COPA 1314 NM_004371 S COPB1 1315 NM_016451 S COPB2 9276 NM_004766 S COPE 11316 NM_007263 S COPG 22820 NM_016128 S COPZ1 22818 NM_016057 S COX8A 1351 NM_004074 W CPEB4 80315 NM_030627 S CPT2 1376 NM_000098 M CRBN 51185 NM_016302 W CRHR2 1395 NM_001883 W CRLF3 51379 NM_015986 M CRSP2 9282 NM_004229 W CRSP3 9439 NM_004830 W CRSP6 9440 NM_004268 W CRSP9 9443 NM_004270 M CRXBA2 1412 NM_005209 W CRXBB1 1414 NM_001887 W CRXBB3 1417 NM_004076 W CRXGC 1420 NM_020989 W CSAD 51380 NM_015989 W CSE1L 1434 NM_001316 S CST7 8530 NM_003650 W CYLC1 1538 XM_088636 W CYP1A1 1543 NM_000499 W CYP2S1 29785 NM_030622 S CYP3A5 1577 NM_000777 W CYT19 57412 NM_020682 S D2S448 7837 XM_056455 W D4ST1 113189 NM_130468 S DAAM1 23002 NM_014992 W DACH1 1602 NM_004392 M DBI 1622 NM_020548 W DC2 58505 NM_021227 W DDX46 9879 NM_014829 W DDX53 168400 NM_182699 M DGCR6L 85359 NM_033257 M DHPS 1725 NM_001930 W DHRS4 10901 NM_021004 M DHRS4L2 317749 NM_198083 M DHRS9 10170 NM_005771 M DIABLO 56616 NM_019887 S DIPA 11007 NM_006848 S DISP2 85455 NM_033510 M DJ383J4.3 91687 XM_371328 M DKFZP434B1231 91156 NM_178275 W DKFZP547E1010 26097 NM_015607 M DKFZP564D1378 84064 NM_032124 M DKFZP566D1346 81573 NM_030816 M DKFZP686P0288 285190 NM_182588 W DKFZP761B1514 84248 NM_032288 W DLAT 1737 NM_001931 W DNAJC5G 285126 NM_173650 M DNM1L 10059 NM_005690 W DONSON 29980 NM_145794 M DRPLA 1822 NM_001940 M DSEL 92126 NM_032160 M DSG4 147409 NM_177986 M DUSP12 11266 NM_007240 M DUSP16 80824 NM_030640 W DUSP18 150290 NM_152511 W DUX1 26584 NM_012146 W DUX5 26581 NM_012149 W DVL3 1857 NM_004423 W E(X)2 56943 NM_020189 W E2IG2 51287 NM_016565 W EBPL 84650 NM_032565 W EG1 80306 NM_025205 S EGLN3 112399 NM_022073 M EHD2 30846 NM_014601 M ELMOD1 55531 NM_018712 S ELXS 25909 NM_015446 S EML4 27436 NM_019063 M EPB41L5 57669 NM_020909 W EPO 2056 NM_000799 M EPSTI1 94240 NM_033255 M ERBB4 2066 NM_005235 M EREG 2069 NM_001432 W ERK8 225689 NM_139021 W ESRRBL1 55081 NM_018010 W EVI5 7813 NM_005665 W F11R 50848 NM_016946 M FAM108C1 58489 XM_051862 S FAM14A 83982 NM_032036 W FAM171A2 284069 XM_208993 S FAM23B 0 XM_291726 W FAM31C 79958 NM_024898 M FAM38A 9780 NM_014745 W FAM57B 83723 NM_031478 W FAS 355 NM_000043 S FASTKD5 60493 NM_021826 M FBXL20 84961 NM_032875 W FBXL3P 26223 NM_012159 W FBXO11 80204 NM_012167 M FBXO22 26263 NM_012170 W FBXO46 23403 XM_371179 W FBXO5 26271 NM_012177 S FCGR3A 2214 NM_000569 W FCHSD2 9873 NM_014824 M FGF14 2259 NM_004115 W FGF7 2252 NM_002009 W FGFR2 2263 NM_000141 M FGFR4 2264 NM_002011 M FKBP1C 135521 XM_059776 W FLJ10159 55084 NM_018013 W FLJ10352 55125 NM_018069 W FLJ10613 54552 NM_019067 W FLJ10759 55223 NM_018207 M FLJ10826 55239 NM_018233 M FLJ11126 55308 NM_018332 W FLJ11127 54491 NM_019018 M FLJ11193 55322 NM_018356 W FLJ12517 65094 NM_023007 W FLJ14299 80139 NM_025069 S FLJ20152 54463 NM_019000 W FLJ20257 56257 NM_019606 M FLJ20280 54876 NM_017741 M FLJ20291 54883 NM_017748 M FLJ20321 54897 NM_017766 M FLJ20485 54517 NM_019042 W FLJ20509 54956 NM_017851 W FLJ20519 54964 NM_017860 W FLJ20534 54969 NM_017867 S FLJ20618 55000 NM_017903 M FLJ20793/TMX3 54495 NM_019022 S FLJ20972 80098 NM_025030 W FLJ21415 79794 NM_024738 S FLJ21687 79917 NM_024859 M FLJ21986 79974 NM_024913 M FLJ22531 79703 NM_024650 M FLJ22688 80199 NM_025129 W FLJ23554 79864 NM_024806 W FLJ25286 153443 NM_152546 W FLJ25555 124930 NM_152345 M FLJ30656 124801 NM_152344 S FLJ32356 144717 NM_144671 W FLJ32421 148362 NM_144695 W FLJ32569 148811 NM_152491 W FLJ32682 220081 NM_182542 W FLJ32734 146849 NM_144681 W FLJ32743 220136 NM_145020 M FLJ33516 139221 NM_152423 M FLJ33814 150275 NM_173510 W FLJ33817 124997 NM_152348 M FLJ34690 284034 NM_182567 W FLJ35757 162333 NM_152598 W FLJ35838 163479 NM_173532 W FLJ35843 160762 NM_152591 W FLJ35961 127294 NM_152372 W FLJ36070 284358 NM_182574 S FLJ36754/P18SRP 285672 NM_173829 S FLJ36878 284114 NM_178518 W FLJ38379 285097 NM_178530 W FLJ38984 127703 NM_152374 W FLJ39117 126638 XM_371312 W FLJ39155 133584 NM_152403 W FLJ40160 128209 NM_173484 W FLJ40172 285051 NM_173649 M FLJ40311 124535 XM_064190 S FLJ42953 400892 NM_207474 W FLJ42957 400077 NM_207436 W FLJ43965 389206 NM_207406 W FLJ44290 375347 NM_198564 M FLJ44313 400658 NM_207460 M FLJ45121 400556 NM_207451 M FLJ45803 399948 NM_207429 W FLJ46354 374977 NM_198547 W FLJ46365 401459 NM_207504 S FLJ46481 389197 NM_207405 W FOXB1 27023 NM_012182 W FOXK2 3607 NM_004514 S FOXP2 93986 NM_014491 W FOXP4 116113 NM_138457 W FRMPD1 22844 NM_014907 M FRRS1 0 XM_372784 W FSHPRH1 2491 NM_006733 W FSIP1 161835 NM_152597 S FTH1 2495 NM_002032 W FXC1 26515 NM_012192 W FXYD2 486 NM_001680 M FYN 2534 NM_002037 W GABRB1 2560 NM_000812 W GAF1 26056 NM_015470 S GART 2618 NM_000819 W GBP1 2633 NM_002053 W GBP5 115362 NM_052942 M GCAT 23464 NM_014291 M GDNF 2668 NM_000514 W GGA1 26088 NM_001001560 M GGA3 23163 NM_014001 M GJB3 2707 NM_024009 W GL004 56947 NM_020194 W GLMN 11146 NM_053274 M GLT1D1 144423 NM_144669 M GMFG 9535 NM_004877 W GNAQ 2776 NM_002072 W GOLGA6 55889 NM_018652 W GORASP1 64689 NM_031899 W GOSR2 9570 NM_004287 S GOT1 2805 NM_002079 W GPD1 2819 NM_005276 M GPD1L 23171 NM_015141 S GPHA2 170589 NM_130769 M GPKOW 27238 NM_015698 W GPM6B 2824 NM_005278 W GPR101 83550 NM_054021 W GPR114 221188 NM_153837 W GPR14 2837 NM_018949 M GPR23 2846 NM_005296 M GPR50 9248 NM_004224 W GPR56 9289 NM_005682 W GPR73L1 128674 NM_144733 W GRB7 2886 NM_005310 W GRID1 2894 XM_043613 W GRID2 2895 NM_001510 W GRK4 2868 NM_005307 M GRK7 131890 NM_139209 W GRSP1 23150 XM_114303 S GSR 2936 NM_000637 M GSTM2 2946 NM_000848 M GTPBP1 9567 NM_004286 W GUCA1B 2979 NM_002098 S H2AFZ 3015 NM_002106 W H6PD 9563 NM_004285 W HBB 3043 NM_000518 S HBE1 3046 NM_005330 W HBXIP 10542 NM_006402 W HCFC1 3054 NM_005334 W HD 3064 NM_002111 W HDAC3 8841 NM_003883 W HEMGN 55363 NM_018437 W HERV-FRD 405754 NM_207582 W HES2 54626 XM_375684 S HIST1H1B 3009 NM_005322 W HIST1H2AL 8332 NM_003511 W HIST1H3B 8358 NM_003537 W HIST1H4A 8359 NM_003538 W HMG4L 128872 NM_178467 M HMP19 51617 NM_015980 M HOXA7 3204 NM_006896 W HOXB8 3218 NM_024016 W HOXC8 3224 NM_022658 W HOXD4 3233 NM_014621 M HRASLS2 54979 NM_017878 W HS747E2A 25770 NM_015370 W HSCARG 57407 NM_020677 W HSD11B2 3291 NM_000196 M HSPB9 94086 NM_033194 W HTR1A 3350 NM_000524 W HUNK 30811 NM_014586 W HXAL2 8692 NM_003773 W HXAL4 23553 NM_012269 M IDH3G 3421 NM_004135 W IFRG15 64163 NM_022347 W IGF1R 3480 NM_000875 S IGSF8 93185 NM_052868 W IL10RB 3588 NM_000628 W IL15RA 3601 NM_002189 W IL17 3605 NM_002190 W IL17F 112744 NM_052872 W IL1F9 56300 NM_019618 W IL1RAPL1 11141 NM_014271 M IL1RL1 9173 NM_003856 W IL20RA 53832 NM_014432 M IL22 50616 NM_020525 W IL8RB 3579 NM_001557 W IL9 3578 NM_000590 M INM01 157695 NM_175075 S INSIG1 3638 NM_005542 W INSM1 3642 NM_002196 W INTERSEX 55588 XM_290829 W IRF7 3665 NM_001572 W IRX1 79192 XM_380171 W ITIH5 80760 NM_030569 M ITSN2 50618 NM_006277 W JARID1D 8284 NM_004653 M JIK 51347 NM_016281 M JM1 28952 NM_014008 W JM11 90060 NM_033626 W JMJD2B 23030 NM_015015 M JPH2 57158 NM_020433 M JUB 84962 NM_198086 W KALRN 8997 NM_003947 W KBTBD7 84078 NM_032138 W KCNC4 3749 NM_004978 W KCNH4 23415 NM_012285 W KCNIP2 30819 NM_014591 M KCNJ3 3760 NM_002239 W KCNK9 51305 NM_016601 M KCNN4 3783 NM_002250 S KCTD14 65987 NM_023930 W KDR 3791 NM_002253 W KEAP1 9817 NM_012289 W KIAA0217 23185 XM_040265 W KIAA0284 283638 XM_208766 S KIAA0303 23227 XM_291141 M KIAA0527 26032 XM_171054 M KIAA0540 23218 XM_291064 M KIAA0542 9814 XM_038520 W KIAA0701 23074 XM_045423 S KIAA0841 23354 XM_049237 M KIAA0980 22981 NM_025176 W KIAA1012 22878 NM_014939 M KIAA1068 23386 NM_015332 W KIAA1189 57471 XM_371576 W KIAA1194 57472 NM_015455 W KIAA1280 55841 NM_015691 M KIAA1361 57551 XM_290796 W KIAA1510 57642 NM_020882 M KIAA1549 57670 XM_371956 W KIAA1573 57685 NM_020925 W KIAA1726 85463 XM_370654 S KIAA1862 84626 XM_044212 M KIAA1971 123720 XM_058720 S KIAA1987 170951 XM_375298 W KIF11 3832 NM_004523 W KIF13B 23303 NM_015254 M KIR2DL4 3805 NM_002255 W KLHL11 55175 NM_018143 M KLRC3 3823 NM_002261 M KPNB1 3837 NM_002265 S KRTAP21-2 337978 NM_181617 M KRTAP4-5 85289 NM_033188 M KRTAP9-4 85280 NM_033191 W KRTHA5 3886 NM_002280 M L1TD1 54596 NM_019079 M LACE1 246269 NM_145315 W LAP1B 26092 NM_015602 M LAP3 51056 NM_015907 W LASP1 3927 NM_006148 W LCN10 414332 NM_001001712 W LEPRE1 64175 NM_022356 W LGI2 55203 NM_018176 W LIM 10611 NM_006457 W LIMCH1 22998 XM_044461 M LMAN1L 79748 NM_021819 S LMF2 91289 NM_033200 W LMNB1 4001 NM_005573 S LMO7 4008 NM_005358 W LMTK3 114783 XM_055866 W LNX2 222484 NM_153371 W LOC113828 113828 NM_138435 W LOC116064 116064 XM_057296 M LOC116068 116068 XM_371760 W LOC120376 120376 XM_071712 W LOC124402 124402 NM_145253 W LOC125893 125893 XM_064856 W LOC126520 126520 XM_59051 W LOC131873 131873 XM_067585 M LOC134145 134145 NM_199133 W LOC144097 144097 NM_138471 W LOC145414 0 XM_085138 W LOC146443 146443 XM_378558 W LOC146713 146713 XM_378712 W LOC146795 146795 XM_378701 S LOC146909 146909 XM_085634 M LOC149643 0 XM_086616 W LOC151484 151484 XM_379159 W LOC152877 0 XM_094066 W LOC153328 153328 NM_145282 W LOC153441 153441 XM_087671 M LOC154222 154222 XM_379456 W LOC154907 0 XM_088072 W LOC155036 155036 XM_376722 W LOC158796 0 XM_088677 W LOC159090 159090 NM_145284 W LOC162427 162427 NM_178126 W LOC163223 163223 NM_001001411 M LOC164153 164153 NM_203412 M LOC195977 195977 XM_113625 S LOC196394 196394 NM_207337 M LOC200493 0 XM_115715 W LOC200933 200933 XM_117294 M LOC201475 201475 XM_113967 S LOC202051 202051 XM_114430 W LOC205251 205251 NM_174925 W LOC254808 254808 XM_374069 M LOC254897 0 XM_170950 W LOC254938 254938 XM_173120 M LOC256085 256085 XM_172389 M LOC283152 283152 XM_378314 W LOC283677 283677 XM_208778 M LOC283914 283914 XM_378589 M LOC283989 283989 NM_207346 W LOC284058 284058 NM_015443 W LOC284361 284361 NM_175063 W LOC284371 284371 XM_209155 M LOC284390 284390 XM_371138 W LOC284661 284661 XM_378832 W LOC284739 284739 NM_207349 W LOC284825 284825 XM_375935 W LOC285194 285194 XM_379207 W LOC285248 0 XM_211816 W LOC285636 285636 NM_175921 M LOC285671 285671 NM_178532 M LOC286076 286076 XM_209889 S LOC338734 0 XM_290547 W LOC338750 338750 XM_291974 M LOC338756 0 XM_291989 W LOC338829 338829 XM_292122 M LOC339951 339951 XM_293656 M LOC340109 340109 XM_379322 W LOC340318 340318 XM_290401 M LOC340591 340591 XM_291346 M LOC340765 340765 XM_291704 M LOC341356 0 XM_292023 W LOC343578 343578 XM_293123 S LOC345643 345643 XM_293918 S LOC345651 0 XM_293924 W LOC345711 345711 XM_293937 M LOC347454 347454 XM_293380 S LOC375133 375133 NM_199345 W LOC375295 375295 XM_374020 M LOC386597 386597 XM_379073 W LOC387761 387761 XM_373495 S LOC387784 0 XM_373506 W LOC387810 0 XM_373513 W LOC387825 0 XM_370668 W LOC387845 0 XM_370684 W LOC387914 0 XM_370718 W LOC388298 0 XM_370992 W LOC388381 388381 XM_371053 M LOC388418 388418 XM_373748 M LOC388432 0 XM_371086 W LOC388469 388469 XM_371111 M LOC388585 0 XM_371215 W LOC388697 0 XM_373868 W LOC388807 388807 XM_373922 M LOC388847 388847 XM_371424 M LOC389000 0 XM_371534 W LOC389067 0 XM_374021 W LOC389070 0 XM_374022 W LOC389102 0 XM_371623 W LOC389107 389107 XM_371626 M LOC389153 0 XM_374053 W LOC389224 389224 XM_374086 S LOC389273 0 XM_374115 W LOC389319 389319 XM_374134 M LOC389370 0 XM_374162 W LOC389386 0 XM_371818 W LOC389416 0 XM_371837 W LOC389541 0 XM_371939 W LOC389705 389705 XM_372076 M LOC389727 0 XM_372092 W LOC389753 0 XM_372112 W LOC389950 0 XM_372307 W LOC390377 0 XM_372486 W LOC390530 390530 XM_372543 M LOC390734 390734 XM_372640 M LOC391209 0 XM_372840 W LOC391426 391426 XM_372950 M LOC392549 392549 XM_373373 M LOC392702 0 XM_374730 W LOC392726 0 XM_374734 W LOC392791 0 XM_374752 W LOC399786 0 XM_378236 W LOC399920 0 XM_378300 W LOC399959 399959 XM_378316 M LOC399968 399968 XM_374945 M LOC400047 400047 XM_378363 S LOC400092 0 XM_378398 W LOC400479 0 XM_375282 W LOC400619 0 XM_378703 W LOC400622 400622 XM_375491 M LOC400687 400687 XM_375602 S LOC400688 400688 XM_375603 M LOC400740 0 XM_378840 W LOC400877 400877 XM_379025 M LOC400939 400939 XM_379072 S LOC401155 401155 XM_379276 S LOC401169 0 XM_379306 W LOC401175 0 XM_379317 W LOC401286 0 XM_376555 W LOC401293 401293 XM_376558 M LOC401314 0 XM_376586 W LOC401316 0 XM_376587 W LOC401317 0 XM_379479 W LOC401321 0 XM_379483 W LOC401322 401322 XM_376591 M LOC401518 0 XM_379638 W LOC401548 0 XM_376902 W LOC401552 0 XM_379668 W LOC401624 401624 XM_377073 M LOC401720 401720 XM_377265 M LOC401778 401778 XM_377343 M LOC402148 0 XM_377818 W LOC402251 402251 XM_377933 M LOC402382 402382 XM_378090 S LOC402477 0 XM_379803 W LOC402515 0 XM_380112 W LOC402521 0 XM_379848 W LOC402537 0 XM_380120 W LOC402556 0 XM_379877 W LOC402560 0 XM_380127 W LOC402586 0 XM_380138 W LOC402587 0 XM_380139 W LOC402625 0 XM_379975 W LOC402641 0 XM_379995 W LOC404785 404785 NM_207513 W LOC51054 51054 NM_015899 W LOC51066 51066 NM_015931 W LOC51333 51333 NM_016643 W LOC51693 51693 NM_016209 W LOC57168 57168 NM_020437 M LOC88523 88523 NM_033111 S LOC90120 90120 XM_379680 M LOC92689 92689 NM_138389 W LOC96597 96597 XM_378655 W LOR 4014 NM_000427 W LPO 4025 NM_006151 W LTBP3 4054 NM_021070 W LU 4059 NM_005581 W LXNX1 66004 NM_177477 M LXZL1 84569 NM_032517 M LY64 4064 NM_005582 W M96 22823 NM_007358 W MAD2L2 10459 NM_006341 W MAGEL2 54551 NM_019066 W MAP4 4134 NM_002375 M MAPBPIP 28956 NM_014017 S MAPK13 5603 NM_002754 W MAPRE2 10982 NM_014268 W MASP1 5648 NM_001879 W MBP 4155 NM_002385 M MBTPS2 51360 NM_015884 W MC4R 4160 NM_005912 W MCC 4163 NM_002387 W MCRS1 10445 NM_006337 W MDGA1 266727 NM_153487 W MDH1B 130752 XM_059468 W MDS1 4197 NM_004991 S MED19 219541 NM_153450 M MEF2A 4205 NM_005587 W MEF2B 4207 NM_005919 W MET 4233 NM_000245 M MFSD11 79157 NM_024311 W MFSD3 113655 NM_138431 S MGAT4B 11282 NM_014275 M MGC11266 79172 NM_024322 M MGC14126 84984 NM_032898 W MGC15882 84970 NM_032884 M MGC16279 85002 NM_032916 M MGC16372 92749 NM_145038 W MGC16491 115572 NM_052943 M MGC16597 339230 XM_375500 W MGC17337 91283 NM_080655 W MGC21394 404203 NM_205841 W MGC23918 151903 NM_144716 W MGC23937 139596 NM_145052 W MGC26856 256710 NM_152779 W MGC2941 79142 NM_024297 M MGC33584 285971 NM_173680 M MGC33887 201134 NM_145036 M MGC39633 153733 NM_152549 W MGC39696 255193 NM_152771 M MGC41945 138724 NM_203299 W MGC4238 84292 NM_032332 W MGC4734 138065 NM_145051 M MGC50559 254013 NM_173802 W MGC52000 375260 NM_198943 W MGC87042 256227 NM_207342 M MICAL3 57553 XM_032997 W MIG12 58526 NM_021242 W MIRAB13 85377 NM_033386 W MLL 4297 NM_005933 M MLL4 9757 NM_014727 M MLR2 84458 XM_050988 M MLSTD1 55711 NM_018099 M MMP24 10893 NM_006690 W MO25 51719 NM_016289 W MORF4L1 10933 NM_006791 W MRC2 9902 NM_006039 W MRPL48 51642 NM_016055 W MRPS21 54460 NM_018997 W MRPS6 64968 NM_032476 M MRS2L 57380 NM_020662 M MSL3L1 10943 NM_078628 S MT1A 4489 NM_005946 W MTFMT 123263 NM_139242 W MTMR6 9107 NM_004685 S MTMR9 66036 NM_015458 W MTRF1L 54516 NM_019041 W MYADM 91663 NM_138373 M MYBL2 4605 NM_002466 M MYC 4609 NM_002467 M MYH1 4619 NM_005963 W MYLIP 29116 NM_013262 W MYO5C 55930 NM_018728 W MYO9A 4649 NM_006901 M MYST3 7994 NM_006766 W NAP1L4 4676 NM_005969 W NAPA 8775 NM_003827 M NAPG 8774 NM_003826 W NBPF10 388776 XM_371384 M NCB5OR 51167 NM_016230 W NCBP2 22916 NM_007362 M NCF4 4689 NM_000631 W NCOA5 57727 NM_020967 W NDEL1 81565 NM_030808 W NDRG1 10397 NM_006096 M NDUFA5 4698 NM_005000 M NDUFB9 4715 NM_005005 W NDUFC1 4717 NM_002494 W NDUFS1 4719 NM_005006 W NDUFS6 4726 NM_004553 W NEBL 10529 NM_006393 M NET-5 10867 NM_006675 W NEU4 129807 NM_080741 W NEURL 9148 NM_004210 S NFATC2 4773 NM_012340 W NFKB2 4791 NM_002502 W NFS1 9054 NM_021100 W NHLH2 4808 NM_005599 W NIPA 51530 NM_016478 S NIPA2 81614 NM_030922 S NOLC1 9221 NM_004741 M NOPE 57722 NM_020962 W NPEPPS 9520 NM_006310 M NPFF 8620 NM_003717 W NPY2R 4887 NM_000910 W NPY5R 4889 NM_006174 W NRAS 4893 NM_002524 M NRM 11270 NM_007243 W NUCB1 4924 NM_006184 W NUP107 57122 NM_020401 W NUP133 55746 NM_018230 W NUP160 23279 XM_113678 S NUP205 23165 XM_058073 M NUP54 53371 NM_017426 M NUP62 23636 NM_012346 S NUP93 9688 NM_014669 M NUPL1 9818 NM_014089 M NXD-TSP1 84654 NM_032567 M NXF2 56001 NM_017809 W NXF5 55998 NM_032946 W NXT1 29107 NM_013248 W NYD-SP28 85478 NM_033124 W OFD1 8481 NM_003611 W OKL38 29948 NM_013370 M OPN3 23596 NM_014322 W OR2A2 442361 NM_001005480 M OR2B3 442184 NM_001005226 S OR3A4 390756 NM_001005334 W OR4A5 81318 NM_001005272 W OR4K15 81127 NM_001005486 M OR5B2 390190 NM_001005566 W OR5K4 403278 NM_001005517 S OR5M11 219487 NM_001005245 W OR6C74 254783 NM_001005490 W Orai1 84876 NM_032790 M ORC3L 23595 NM_012381 W OSM 5008 NM_020530 M OSTM1 28962 NM_014028 S OTOR 56914 NM_020157 W P4HA2 8974 NM_004199 S PADI3 51702 NM_016233 W PAGE-5 90737 NM_130467 W PAI-RBP1 26135 NM_015640 W PAK1IP1 55003 NM_017906 W PAQR10 221938 NM_198403 W PASD1 139135 NM_173493 M PAWR 5074 NM_002583 W PAX2 5076 NM_000278 M PCBP1 5093 NM_006196 W PCDH11X 83259 NM_032971 M PCDH11X 27328 NM_014522 S PCDHB13 56123 NM_018933 M PCDHGB7 56099 NM_018927 S PCNP 57092 NM_020357 W PCOLCE 5118 NM_002593 W PCOLN3 5119 NM_002768 S PDCD1LG2 80380 NM_025239 S PDE6A 5145 NM_000440 W PDF 64146 NM_022341 W PDHA2 5161 NM_005390 W PDP2 57546 NM_020786 W PELO 53918 NM_015946 S PEPP3 22874 NM_014935 M PERLD1 93210 NM_033419 W PEX11A 8800 NM_003847 S PEX11G 92960 NM_080662 M PEX26 55670 NM_017929 W PEX3 8504 NM_003630 M PFKFB3 5209 NM_004566 W PHF13 148479 NM_153812 W PHF17 79960 NM_024900 M PHF2 5253 NM_005392 M PHYHIPL 84457 NM_032439 W PIGW 284098 NM_178517 W PIK3CB 5291 NM_006219 S PIK3R2 5296 NM_005027 S PIK3R3 8503 NM_003629 W PIK4CA 5297 NM_002650 M PIK4CB 5298 NM_002651 W PILRA 29992 NM_013439 S PIPOX 51268 NM_016518 W PIPPIN 27254 NM_014460 S PJA1 64219 NM_022368 M PKD1L1 168507 NM_138295 W PLA2G4D 283748 NM_178034 M PLAC8 51316 NM_016619 M PMCA4 493 NM_001684 W PMCH 5367 NM_002674 M PNLIP 5406 NM_000936 W PNLIPRP1 5407 NM_006229 W PNUTL2 5414 NM_004574 S POLG 5428 NM_002693 M POLH 5429 NM_006502 M PON3 5446 NM_000940 M PPP1R13B 23368 NM_015316 M PPP1R9B 84687 NM_032595 M PPP3CA 5530 NM_000944 S PPP3R1 5534 NM_000945 M PRDX3 10935 NM_006793 W PRKACA 5566 NM_002730 W PRKWNK2 65268 NM_006648 M PROK1 84432 NM_032414 W PROL5 26952 NM_012390 W PRPS1L1 221823 NM_175886 W PRPSAP2 5636 NM_002767 S PRRT1 80863 NM_030651 M PRSS1 5644 NM_002769 M PSG3 5671 NM_021016 W PTD004 29789 NM_013341 W PTD008 51398 NM_016145 M PTPN13 5783 NM_006264 M PTRH1 138428 XM_059972 W PTX1 51290 NM_016570 W PXGO1 26108 NM_015617 M PXK 54899 NM_017771 M QP-C 27089 NM_014402 S RABGAP1 23637 NM_012197 W RABGGTB 5876 NM_004582 S RABL2A 11159 NM_007082 W RAD9B 144715 NM_152442 S RAI14 26064 NM_015577 S RAN 5901 NM_006325 S RANBP2 5903 NM_006267 W RANBP2L1 84220 NM_005054 M RAP1GA1 5909 NM_002885 M RASD2 23551 NM_014310 W RASL10B 91608 NM_033315 W RBM27 54439 XM_291128 W RBM5 10181 NM_005778 W RCE1 9986 NM_005133 W RCOR1 23186 NM_015156 M RDH12 145226 NM_152443 W RDH5 5959 NM_002905 W REPIN1 29803 NM_013400 W REV3L 5980 NM_002912 M RFPL3 10738 NM_006604 W RGS7 6000 NM_002924 M RIOK3 8780 NM_003831 M RKHD2 51320 NM_016626 M RLN3 117579 NM_080864 M RNF13 11342 NM_007282 W RNF159 84333 NM_032373 M RNF185 91445 NM_152267 M RNF32 140545 NM_030936 M RNPEPL1 57140 NM_018226 M RORB 6096 NM_006914 W RP26 375298 NM_201548 W RPGR 6103 NM_000328 S RPIB9 154661 NM_138290 W RPL3L 6123 NM_005061 W RPS6KA2 6196 NM_021135 W RRAS2 22800 NM_012250 M RRH 10692 NM_006583 W RRM2 6241 NM_001034 M RX1 11017 NM_006857 S SAA2 6289 NM_030754 W SALPR 51289 NM_016568 W SAST 22983 NM_014975 M SATB1 6304 NM_002971 W SCA7 6314 NM_000333 W SCFD1 23256 NM_016106 M SCG3 29106 NM_013243 W SCML1 6322 NM_006746 M SEC13L1 6396 NM_030673 S SEC22L1 9554 NM_004892 W SECISBP2 79048 NM_024077 W SELENBP1 8991 NM_003944 S SENP1 29843 NM_014554 W SENP6 26054 NM_015571 S SENP7 57337 NM_020654 W SENP8 123228 NM_145204 W SERPINA12 145264 NM_173850 M SERPINA9 327657 NM_175739 M SERPINB1 1992 NM_030666 M SERPINE1 5054 NM_000602 M SEZ6L 23544 NM_021115 W SF4 57794 NM_172231 W SFPQ 6421 NM_005066 M SFRS2 6427 NM_003016 M SFRS3 6428 NM_003017 S SFRS7 6432 NM_006276 W SFT2D1 113402 NM_145169 S SFXN 5 94097 NM_144579 M SHD 56961 NM_020209 W SIAHBP1 22827 NM_014281 M SIGLEC8 27181 NM_014442 S SIRT7 51547 NM_016538 S SKIP 51763 NM_016532 S SLAMF6 114836 NM_052931 W SLC12A9 56996 NM_020246 W SLC22A1LS 5003 NM_007105 W SLC25A23 79085 NM_024103 W SLC25A3 5250 NM_002635 M SLC30A5 64924 NM_022902 S SLC36A1 206358 NM_078483 W SLC38A6 145389 NM_153811 M SLC41A3 54946 NM_017836 M SLC6A14 11254 NM_007231 W SLC6A2 6530 NM_001043 W SLC6A4 6532 NM_001045 W SLCO2B1 11309 NM_007256 S SMAD2 4087 NM_005901 M SMARCD3 6604 NM_003078 M SMC5L1 23137 NM_015110 M SMG1 23049 NM_014006 W SMOC2 64094 NM_022138 W SNAP23 8773 NM_003825 W SNRP70 6625 NM_003089 M SNRPC 6631 NM_003093 S SNX27 81609 NM_030918 W SOX8 30812 NM_014587 S SP4 6671 NM_003112 W SPINK4 27290 NM_014471 W SPINT1 6692 NM_003710 W SPTLC2 9517 NM_004863 S SR140 23350 XM_031553 W SREBF1 6720 NM_004176 M SRP46 10929 NM_032102 M SSA2 6738 NM_004600 W SSTR2 6752 NM_001050 W SSTR4 6754 NM_001052 W SSX1 6756 NM_005635 W STAM 8027 NM_003473 M STAMBPL1 57559 NM_020799 W STEAP 26872 NM_012449 W STIM1 6786 NM_003156 S STIM2 57620 NM_020860 M STOML1 9399 NM_004809 W STOML2 30968 NM_013442 W STX18 53407 NM_016930 M STXBP2 6813 NM_006949 M SULT1C2 27233 NM_006588 W SUMO2 6613 NM_006937 W SV2C 22987 XM_043493 S SYCP1 6847 NM_003176 W SYNCRIP 10492 NM_006372 W SYNE2 23224 NM_015180 W SYT15 83849 NM_181519 S SYTL4 94121 NM_080737 W T2BP 92610 NM_052864 M TAB3 257397 NM_152787 W TAS2R45 259291 NM_176886 W TBCC 6903 NM_003192 W TBK1 29110 NM_013254 M TCEB2 6923 NM_007108 S TDRKH 11022 NM_006862 M TESK2 10420 NM_007170 W TEX13B 56156 NM_031273 W TEX14 56155 NM_031272 M TFCP2L3 79977 NM_024915 M TFPI2 7980 NM_006528 S TGIF2LX 90655 NM_139214 W TGM3 7053 NM_003245 W THG-1 81628 NM_030935 M TIMELESS 8914 NM_003920 W TIPARP 25976 NM_015508 M TLR6 10333 NM_006068 M TMEM11 8834 NM_003876 W TMEM110 375346 NM_198563 S TMEM14C 51522 NM_016462 W TMEM187 8269 NM_003492 W TMEM199 147007 NM_152464 W TMEM43 79188 NM_024334 S TMEM63B 55362 XM_371822 W TMP21 10972 NM_006827 M TNFRSF13C 115650 NM_052945 W TNFRSF18 8784 NM_004195 M TNFSF13B 10673 NM_006573 W TNIK 23043 XM_039796 S TNKS1BP1 85456 NM_033396 W TNXB 7148 NM_019105 W TOE1 114034 NM_025077 M TOLLIP 54472 NM_019009 W TOR1AIP2 163590 NM_145034 W TORC3 64784 NM_022769 W TPTE 7179 NM_013315 M TRAPPC1 58485 NM_021210 M TRIM22 10346 NM_006074 W TRIM3 10612 NM_006458 M TRIM33 51592 NM_015906 W TRIM59 286827 NM_173084 M TRNT1 51095 NM_016000 M TROAP 10024 NM_005480 S TSPAN-1 10103 NM_005727 W TULP1 7287 NM_003322 W TULP4 56995 NM_020245 W TXK 7294 NM_003328 M TXMS 7298 NM_001071 W TXNDC 81542 NM_030755 W TXNDC15 79770 NM_024715 S TXNRD2 10587 NM_006440 W UAP1 6675 NM_003115 W UBAP1 51271 NM_016525 M UBC 7316 NM_021009 M UBE2L6 9246 NM_004223 W UEV3 55293 NM_018314 S UFM1 51569 NM_016617 W UHSKERB 57830 NM_021046 S UMPS 7372 NM_000373 M UNQ2446 123904 NM_198443 W UNQ2492 377841 NM_198585 W UNQ3033 284415 NM_198481 W UNQ9370 400454 NM_207447 W UPF3B 65109 NM_023010 W USP13 8975 NM_003940 M VAX2 25806 NM_012476 M VCX2 51480 NM_016378 M VEST1 116328 NM_052958 W VGF 7425 NM_003378 M VGLL2 245806 NM_153453 W VMP 140767 NM_080723 S VN1R4 317703 NM_173857 W VPS13A 23230 NM_015186 W VPS28 51160 NM_016208 M VPS35 55737 NM_018206 W WARP 64856 NM_022834 W WFDC3 140686 NM_181522 W WNT7B 7477 NM_058238 W WRNIP1 56897 NM_020135 S XKR5 389610 NM_207411 M XKRX2 353515 NM_001002906 M XKRY 9082 NM_004677 S XPO7 23039 NM_015024 M XYLT2 64132 NM_022167 W YIPF3 25844 NM_015388 M ZADH1 145482 NM_152444 M ZAK 51776 NM_133646 W ZBTB2 57621 NM_020861 W ZBTB7 51341 NM_015898 W ZCCHC8 55596 NM_017612 W ZDHHC2 51201 NM_016353 M ZFP28 140612 NM_020828 W ZFP67 51043 NM_015872 W ZFR 51663 NM_016107 W ZNF143 7702 NM_003442 M ZNF148 7707 NM_021964 S ZNF157 7712 NM_003446 M ZNF192 7745 NM_006298 W ZNF267 10308 NM_003414 M ZNF289 84364 NM_032389 S ZNF295 49854 NM_020727 W ZNF297B 23099 NM_014007 W ZNF304 57343 NM_020657 W ZNF324 25799 NM_014347 W ZNF334 55713 NM_018102 W ZNF342 162979 NM_145288 S ZNF354C 30832 NM_014594 W ZNF496 84838 NM_032752 W ZNF501 115560 NM_145044 W ZNF503 84858 NM_032772 W ZNF512 84450 NM_032434 M ZNF544 27300 NM_014480 W ZNF568 374900 NM_198539 M ZNF570 148268 NM_144694 W ZNF615 284370 NM_198480 W ZNF706 51123 NM_016096 M ZNFN1A4 64375 NM_022465 M ZNRD1 30834 NM_014596 W ZSWIM1 90204 NM_080603 M ZYX 7791 NM_003461 M ZZEF1 23140 NM_015113 S ZZZ3 26009 NM_015534 M

TABLE 3 GeneSymbol EntrezGeneID Genbank Acc. No. NFAT Score Calcium Hit ABCC13 150000 NM_138726 M ACSBG1 23205 NM_015162 S X ACTB 60 NM_001101 M X ADAMTS5 11096 NM_007038 M AFG3L1 172 NM_001132 M X AKR1CL2 83592 NM_031436 M ALCAM 214 NM_001627 M X ANKRD58 347454 XM_293380 S ANKRD9 122416 NM_152326 M ANTXRL 195977 XM_113625 S APH1A 51107 NM_016022 M APOL4 80832 NM_030643 M ARCN1 372 NM_001655 S ARL5C 390790 XM_372668 M X AS3MT 57412 NM_020682 S ASB4 51666 NM_016116 S ASPHD2 57168 NM_020437 M ATN1 1822 NM_001940 M X ATP5L2 267020 NM_198822 M X ATP6V0D1 9114 NM_004691 M X ATP6V1D 51382 NM_015994 M BCDIN3 56257 NM_019606 M BGN 633 NM_001711 M BMP4 652 NM_001202 S BREA2 286076 XM_209889 S BRP44L 51660 NM_016098 M C10orf53 282966 NM_182554 M C10orf56 219654 NM_153367 M C12orf49 79794 NM_024738 S C19orf34 255193 NM_152771 M C19orf56 51398 NM_016145 M C1orf123 54987 NM_017887 M X C1orf77 26097 NM_015607 M C20orf95 343578 XM_293123 S C20orf96 140680 NM_153269 M X C21orf49 54067 NM_001006116 S C4orf27 54969 NM_017867 S C4orf30 54876 NM_017741 M C5orf14 79770 NM_024715 S C6orf115 58527 XM_371848 M C6orf191 253582 XM_173166 S X C8orf42 157695 NM_175075 S X C9orf11 54586 XM_035953 M C9orf138 158297 NM_153707 M C9orf71 169693 XM_376874 M C9orf72 203228 NM_018325 S CA5BL 340591 XM_291346 M CASC1 55259 NM_018272 S CBLL1 79872 NM_024814 S CCDC11 220136 NM_145020 M CCDC125 202243 NM_176816 M X CCDC46 201134 NM_145036 M CCDC49 54883 NM_017748 M CCDC50 152137 NM_174908 M CCDC85B 11007 NM_006848 S CCK 885 NM_000729 M CCL11 6356 NM_002986 M CCNB2 9133 NM_004701 S X CCNK 8812 NM_003858 M CDC27 996 NM_001256 S CDC2L5 8621 NM_003718 M CENPO 79172 NM_024322 M CHMP1A 5119 NM_002768 S CHST14 113189 NM_130468 S CIRBP 1153 NM_001280 M CLDN22 53842 XM_210581 S CLEC4M 10332 NM_014257 M CLPS 1208 NM_001832 M CMAS 55907 NM_018686 M CNTN3 5067 XM_039627 M X COL20A1 57642 NM_020882 M COPA 1314 NM_004371 S X COPB1 1315 NM_016451 S X COPB2 9276 NM_004766 S X COPE 11316 NM_007263 S X COPG 22820 NM_016128 S X COPZ1 22818 NM_016057 S X CPEB4 80315 NM_030627 S X CPT2 1376 NM_000098 M X CRLF3 51379 NM_015986 M CYP2S1 29785 NM_030622 S DDX53 168400 NM_182699 M DENND1C 79958 NM_024898 M DGCR6L 85359 NM_033257 M DHRS4 10901 NM_021004 M DHRS4L2 317749 NM_198083 M DHRS9 10170 NM_005771 M DIABLO 56616 NM_019887 S DISP2 85455 NM_033510 M DKFZP686A01247 22998 XM_044461 M X DNAJC5G 285126 NM_173650 M X DONSON 29980 NM_145794 M DSEL 92126 NM_032160 M DSG4 147409 NM_177986 M DUSP12 11266 NM_007240 M EHD2 30846 NM_014601 M ELMOD1 55531 NM_018712 S X EPO 2056 NM_000799 M ERBB4 2066 NM_005235 M F11R 50848 NM_016946 M FAM105A 54491 NM_019018 M FAM108C1 58489 XM_051862 S X FAM46B 115572 NM_052943 M FAS 355 NM_000043 S X FASTKD5 60493 NM_021826 M X FBXO11 80204 NM_012167 M FBXO45 200933 XM_117294 M FBXO5 26271 NM012177 S X FLJ21986 79974 NM_024913 M X FLJ 30698 400687 XM_375602 S X FLJ 36070 284358 NM_182574 S FLJ40172 285051 NM_173649 M FLJ41047 399968 XM_374945 M FLJ44290 375347 NM_198564 M FLJ44313 400658 NM_207460 M FLJ45121 400556 NM_207451 M FLJ46365 401459 NM_207504 S FRMD4B 23150 XM_114303 S FRMPD1 22844 NM_014907 M X FSIP1 161835 NM_152597 S FXYD2 486 NM_001680 M GBP5 115362 NM_052942 M GGA1 26088 NM_001001560 M GGA3 23163 NM_014001 M X GLMN 11146 NM_053274 M GLT1D1 144423 NM_144669 M X GOSR2 9570 NM_004287 S X GPD1 2819 NM_005276 M X GPD1L 23171 NM_015141 S X GPR23 2846 NM_005296 M X GRK4 2868 NM_005307 W GSR 2936 NM_000637 M GSTM2 2946 NM_000848 M X GUCA1B 2979 NM_002098 S HBB 3043 NM_000518 S HDHD2 84064 NM_032124 M HSD11B2 3291 NM_000196 M HYAL4 23553 NM_012269 M ICA1L 130026 NM_138468 M IGF1R 3480 NM_145574, NM_000875 S IL20RA 53832 NM_014432 M IL9 3578 NM_000590 M X ITIH5 80760 NM_030569 M JPH2 57158 NM_020433 M X KCNIP2 30819 NM_014591 M X KCNK9 51305 NM_016601 M KCNN4 3783 NM_002250 S X KIAA0284 283638 XM_208766 S X KIF13B 23303 NM_015254 M KLHL11 55175 NM_018143 M KLRC3 3823 NM_002261 M KRBA1 84626 XM_044212 M KRT35 3886 NM_002280 M X KRTAP21-2 337978 NM_181617 M X KRTAP5-8 57830 NM_021046 S X L1TD1 54596 NM_019079 M X LASP1 3927 NM_006148 W LMAN1L 79748 NM_021819 S X LMNB1 4001 NM_005573 S X LOC131873 131873 XM_067585 M LOC146795 146795 XM_378701 S LOC153441 153441 XM_087671 M LOC254938 254938 XM_173120 M LOC283914 283914 XM_378589 M X LOC284371 284371 XM_209155 M LOC285636 285636 NM_175921 M LOC338750 338750 XM_291974 M LOC338829 338829 XM_292122 M X LOC340318 340318 XM 290401 M LOC340765 340765 XM_291704 M LOC345643 345643 XM_293918 S LOC345711 345711 XM_293937 M X LOC375295 375295 XM_374020 M LOC387761 387761 XM_373495 S LOC388381 388381 XM_371053 M X LOC388418 388418 XM_373748 M LOC388469 388469 XM_371111 M X LOC388776 388776 XM_371384 M LOC388807 388807 XM_373922 M X LOC389107 389107 XM_371626 M X LOC389224 389224 XM_374086 S LOC389319 389319 XM_374134 M X LOC390734 390734 XM_372640 M LOC391426 391426 XM_372950 M X LOC392549 392549 XM_373373 M X LOC399959 399959 XM_378316 M LOC400622 400622 XM_375491 M LOC400688 400688 XM_375603 M LOC400877 400877 XM_379025 M X LOC400939 400939 XM_379072 S X LOC401155 401155 XM_379276 S X LOC401293 401293 XM_376558 M LOC401322 401322 XM_376591 M X LOC401624 401624 XM_377073 M X LOC401720 401720 XM_377265 M LOC401778 401778 XM_377343 M X LOC402251 402251 XM_377933 M LOC402382 402382 XM_378090 S LOC90120 90120 XM_379680 M LRRC58 116064 XM_057296 M LSM12 124801 NM_152344 S LSM14A 26065 NM_015578 S LYN X1 66004 NM_177477 M X LYZL1 84569 NM_032517 M X MAP4 4134 NM_002375 M MAPBP IP 28956 NM_014017 S MAST4 23227 XM_291141 M MBP 4155 NM_002385 M MED19 219541 NM_153450 M X M ED28 80306 NM_025205 S MGAT4B 11282 NM_014275 M MGC34829 284069 XM_208993 S X MGC87042 256227 NM_207342 M MICAL3 57553 XM_032997 W MLSTD1 55711 NM_018099 M MRPS6 64968 NM_032476 M MRS2L 57380 NM_020662 M X MTMR6 9107 NM_004685 S MYADM 91663 NM_138373 M MYO9A 4649 NM_006901 M X NAPA 8775 NM_003827 M X NAPG 8774 NM_003826 NDRG1 10397 NM_006096 M NDUFA5 4698 NM_005000 M X NEBL 10529 NM_006393 W NEURL 9148 NM_004210 S NIPA2 81614 NM_030922 S X NRAS 4893 NM_002524 M NRSN1 140767 NM_080723 S OR2A2 442361 NM_001005480 M OR2B3 442184 NM_001005226 S OR4K15 81127 NM_001005486 M OR5K4 403278 NM_001005517 S OSM 5008 NM_020530 M OSTM1 28962 NM_014028 S X P4 HA2 8974 NM_004199 S PASD1 139135 NM_173493 M X PCDH11X 27328 NM_014522 S PCDH11Y 83259 NM_032971 M PCDHB13 56123 NM_018933 M PCDHGB7 56099 NM_018927 S PDCD1LG2 80380 NM_025239 S PELO 53918 NM_015946 S PEX11A 8800 NM_003847 S PEX3 8504 NM_003630 M PHF23 79142 NM_024297 M PIK3R2 5296 NM_005027 S PIK4CA 5297 NM_002650 M X PILRA 29992 NM_013439 S X PJA1 64219 NM_022368 M X PLA2G4D 283748 NM_178034 M PLEKHA6 22874 NM_014935 M PMCH 5367 NM_002674 M POLG 5428 NM_002693 M POMP 51371 NM_015932 M PPP1R9B 84687 NM_032595 M PPP3CA 5530 NM_000944 S PPP3R1 5534 NM_000945 M PRRT1 80863 NM_030651 M X PRSS1 5644 NM_002769 M X PTPN13 5783 NM_006264 M RAB11FIP5 26056 NM_015470 S RAB12 201475 XM_113967 S RABGGTB 5876 NM_004582 S RAD9B 144715 NM_152442 S X RAI14 26064 NM_015577 S RAP1GAP 5909 NM_002885 M REV3L 5980 NM_002912 M RGS7 6000 NM_002924 M RIOK3 8780 NM_003831 M RLN3 117579 NM_080864 M RNF180 285671 NM_178532 M RNF185 91445 NM_152267 M X RNF32 140545 NM_030936 M RNPEPL1 57140 NM_018226 M X RP11-298P3.3 88523 NM_033111 S RPGR 6103 NM_000328 S X RY1 11017 NM_006857 S SEC13 6396 NM_030673 S SELENBP1 8991 NM_003944 S SENP6 26054 NM_015571 S SEPT4 5414 NM_004574 S X SERPINA12 145264 NM_173850 M SERPINA9 327657 NM_175739 M SERPINB1 1992 NM_030666 M SERPINE1 5054 NM_000602 M SFXN5 94097 NM_144579 M X SIGLEC8 27181 NM_014442 S SLC25A3 5250 NM_002635 M SLC30A5 64924 NM_022902 S SLC38A6 145389 NM_153811 M SLC41A3 54946 NM_017836 M X SPTLC2 9517 NM_004863 S X STAM 8027 NM_003473 M X STIM1 6786 NM_003156 S X STIM2 57620 NM_020860 M X STX18 53407 NM_016930 M STXBP2 6813 NM_006949 M X SUSD5 26032 XM_171054 M SV2C 22987 XM_043493 S SYT15 83849 NM_181519 S TBK1 29110 NM_013254 M TDRKH 11022 NM_006862 M TEX14 56155 NM_031272 M TFPI2 7980 NM_006528 S TIFA 92610 NM_052864 M TLR6 10333 NM_006068 M TMED10 10972 NM_006827 M X TMEM110 375346 NM_198563 S X TMEM142A 84876 NM_032790 M X TMEM43 79188 NM_024334 S TNFRSF18 8784 NM_004195 M X TNIK 23043 XM_039796 S TOLLIP 54472 NM_019009 W TOR1AIP1 26092 NM_015602 M TPTE 7179 NM_013315 M TRIM59 286827 NM_173084 M X TRNT1 51095 NM_016000 M TROAP 10024 NM_005480 S TUG1 55000 NM_017903 M TXNDC10 54495 NM_019022 S UBAP1 51271 NM_016525 M UBC 7316 NM_021009 M X UBL4B 164153 NM_203412 M UBL7 84993 NM_032907 S UEVLD 55293 NM_018314 S X UQCRQ 27089 NM_ 014402 S USP13 8975 NM_003940 M VGF 7425 NM_003378 M VPS28 51160 NM_016208 M WDR81 124997 NM_152348 M WHDC1 123720 XM_058720 S WNK2 65268 NM_006648 M XKR5 389610 NM_207411 M X XKRY 9082 NM_004677 S XKRY2 353515 NM_001002906 M YARS2 51067 NM_015936 S ZC3H12C 85463 XM_370654 S ZDHHC2 51201 NM_016353 M ZNF289 84364 NM_032389 S X ZNF706 51123 NM_016096 M X ZYX 7791 NM_003461 M ZZEF1 23140 NM_015113 S X ZZZ3 26009 NM_015534 M

TABLE 4 ACSBG 1 DNAJC5G IL9 MRS2L RPGR UEVLD ACTB ELMOD1 JPH2 MYO9A SEPT4/PNUTL2 XKR5 ALCAM FAM108C1 KCNIP2 NAPA SFXN5 ZNF289 ATN1 FAS KCNN4 NDUFA5 SLC41A3 ZNF706 ATPVOD1 FASTKD5 KIAA0284 NIPA2 SPTLC2 ZZEF1 C1ORF123 FBXO5 KRT35 OSTM 1 STAM C20ORF96 FLJ21986 KRTAP21-2 PASD1 STIM1 C6ORF191 FRMPD1 KRTAP5-8 PI K4CA STIM2 C80RF42 GGA3 L1TD1 PI LRA STXBP2 CCDC125 GLT1D1 LMAN1L PJA1 TMED10 CCNB2 GOSR2 LMNB1 PRRT1 TMEM110 CNTN3 GPD1 LOC338829 PRSS1 TMEM142A CPEB4 GPD1L LOC388381 RAD9B TNFRSF18 CPT2 GPR23 LYZL1 RNF185 TRIM59 DKFZP686A01247 GSTM2 MGC34829 RNPEPLI UBC

TABLE 5 Gene Name/Gene Symbol Description GeneID TRIM59 tripartite motif-containing 59 286827 SPTLC2 serine palmitoyltransferase, long chain base subunit 2 9517 PRRT1 = C6ORF31 proline-rich transmembrane protein 1 80863 TMEM110 = MGC52022 transmembrane protein 110 375346 FASTKD5 = FLJ3149 FAST kinase domains 5 60493 GPR23 = LPAR4 lysophosphatidic acid receptor 4 2846 SLC41A3 solute carrier family 41, member 3 54946 ATP6V0D1 ATPase, H+ transporting 9114 KIAA0284 hypothetical protein LOC2836382 283638 PILRA paired immunoglobin-like type 2 receptor alpha 29992 RAD9B RAD9 homolog B (S. pombe) 144715 UHSKERB = KRTAP5-8 keratin associated protein 5-8 57830 GSTM2 glutathione S-transferase mu 2 2946 KRTHA5 = KRT35 keratin 35 3886 KRTAP21-2 keratin associated protein 21-2 337978 PCOLN3 = CHMP1A involved in multivesicular body sorting of proteins to lysosomes 5119 PRSS1 protease, serine, 1 (trypsin 1) = can this be correct? 5644 CPT2 original designation CPT2B09 1376 GOSR2 carnitine palmitoyltransferase 2 9570 C6ORF191 chromosome 6 open reading frame 191 253582 USP13 ubiquitin specific peptidase 13 (isopeptidase T-3) 8975 UEV3 = UEVLD UEV and lactate/malate dehyrogenase domains 55293 FBXO5 F-box protein 5 26271 PNUTL2 = Sept. 4 & 5 Septin 4 and Septin 5 5414 TRIM3 tripartite motif-containing 3 10612 MYO9A myosin IXA 4649 PJA1 praja ring finger 1 64219 RNPEPLI arginyl aminopeptidase (aminopeptidase B)-like 1 57140 FASTKD5 = FLJ3149 FAST kinase domains 5 60493 C1ORF123 = FLJ20580 FLJ20580 54987 MICAL3 microtubule associated monoxygenase 57553 ALCAM activated leukocyte cell adhesion molecule 214 FRMPD1 FERM and PDZ domain containing 1 22844 CCNB2 cyclin B2 9133 DNAJC5G DnaJ (Hsp40) homolog, subfamily C, member 5 gamma 285126 IL9 interleukin 9 3578 LOC338829 RefSed status: withdrawn (discontinued June 2009) PIK4CA phosphatidylinositol 4-kinase, catalytic, alpha 5297 RPGR retinitis pigmentosa GTPase regulator 6103 FLJ21986 = C70RF58 C7ORF58 79974 FAS = TNFRSF6 TNF receptor superfamily, member 6 355 XKR5 = UNQ2754 XK, Kell blood group complex subunit-related family, member 5 389610 ZNF289 ARFGAP2 ADP-ribosylation factor GTPase activating protein 2 84364 NDUFA5 NADH dehydrogenase (ubiquinone) 1 alpha subcomplex, 5, 13kC 4698 CBLL1 Cas-Br-M (murine) ecotropic retroviral transforming sequence-like 79872 KCNIP2 Kv channel interacting protein 2 30819 TMED10 = TMP21 transmembrane emp24-like trafficking protein 10 (yeast) 10972 UBC ubiquitin C 7316 ACSBG1 = BG1 acyl-CoA synthetase bubblegum family member 1 23205 SFXN5 sideroflexin 5 94097 LOC388381 C17orf98 388381 L1TD1 = FLJ10884 LINE-1 type transposase domain containing 1 54596 STXBP2 syntaxin binding protein 2 6813 LYZL1 lysozyme-like 1 84569 ZNF706 = L0051123 zinc finger protein 706 51123 

What is claimed:
 1. A method of modulating NFAT activity in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the expression of a TMEM110 gene, wherein the agent is a nucleic acid inhibitor which inhibits gene expression.
 2. The method of claim 1, wherein the nucleic acid inhibitor is an siRNA or shRNA.
 3. A method of modulating store-operated Ca²⁺ entry into a cell, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the expression of a TMEM110 gene, wherein the agent is a nucleic acid inhibitor which inhibits gene expression.
 4. A method of treating and/or preventing hyperactivity or inappropriate immune response in a subject in need thereof, the method comprising administering a therapeutically effective amount of a pharmaceutical composition comprising an agent that inhibits the expression of a TMEM110 gene, wherein the hyperactivity or inappropriate immune response in a subject is associated with acute and chronic immune diseases selected from a group consisting of asthma, allergic rhinitis, allergic conjunctivitis, atopic dermatitis, rheumatoid arthritis, insulin-dependent diabetes, inflammatory bowel disease, autoimmune thyroiditis, hemolytic anemia, multiple sclerosis, transplant graft rejections and graft-versus-host disease, and wherein the agent is a nucleic acid inhibitor which inhibits gene expression.
 5. The method of claim 4, wherein the nucleic acid inhibitor is an siRNA or shRNA. 